tag:blogger.com,1999:blog-3981172399744165242024-03-19T04:30:41.821+00:00Postcognitive TopicsPostCog Topicshttp://www.blogger.com/profile/06744695402349056096noreply@blogger.comBlogger237125tag:blogger.com,1999:blog-398117239974416524.post-86720803546711792562017-05-31T00:33:00.000+01:002017-05-31T00:33:03.239+01:00Enaction, Embodiment and Representation<br />
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Embodiment
may be considered as the role of the organisms specific physiological make up
and its interaction with the world around it that decides its cognitive and experiential
state. It is from this that the organisms sensorimotor system both influences
and constrains the experiential life of the particular organism and which
itself is situated within a larger environmental, biological and evolutionary
context as such that “the organism both initiates and is shaped by the
environment” (Varela, 1995). It is this embodied and participatory, enactive
engagement with the world that allows for a "realm filled with purposeful
striving, temporal flows, ambiguous moods, sense-making, bodily feeling...in a
word our "erlebete", or lived existence" (Froese & De Paolo, 2011) </div>
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Agencies and entities are
described as abstract entities by Varela (1995), from this it is unclear as to
what may be considered here as constituting the agent self as also discussed is
of what defines a particular experience within the enactive process as being
physical or mental or cognitive is the “degree of significance” for the
individual. The enactive, participatory role of the organism here is without
doubt, but where, or how, the experiential aspects of such an organism
become differentiated into what may be, for want of a better term, particular
personal experiences is not addressed. The use of terms such as distinct or
differentiated is acknowledged as being problematic in such a context but it
remains that organisms have particular experiential incidents throughout their
existence and which are experienced, recollected and relived explicitly outside
of any current or immediate, participatory environmental context.</div>
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The argument here is, arguably,
related to the discussion of the existence of representative structures or
processes within the cognitive system. It has been previously addressed as to
whether a non-representationalist view of embodiment can account for all
cognitive processes. Clark (1995), while fully acknowledging the vital role
embodiment plays in cognitive practice, also argued that there remain some
“representational hungry” aspects of thought which still requires some form of
representation to remain. </div>
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It may still be argued that some
form of representation such as that in line with Clark may be required for the
negotiation of the environment. The organism in its embodied, situated
interaction within the world around it is immersed in continuous enormities of
information with which it must traverse successfully. As the organism moves
through its environment there is a continual raft of environmental influx and
it may be argued that the organism must hold some type of reference, or
representational, system to know when and how to react to specific stimuli
within such an environment. It may perhaps not be the standard view of strict
representation as being direct environmental information caricatured within the
cognitive system but perhaps a qualitative apportioning of embodied and
environmentally based representation to allow for the organism to recollect
what within the environment is to be considered pertinent and relative to
survival.</div>
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Perhaps not, the positing of
representations within the cognitive system remain theoretical constructs and
perhaps ultimately non-verifiable, again if they indeed play any part within
the embodied, or grounded perspectives. Barret (2015) discusses the negative
implication of holding onto the traditional computational model of cognition to
the exclusion of the consideration of the embodied and enactive agent within
the environment. This approach had led to the bias of what was thought to be
human cognitive functioning being imposed upon a plethora of non-human
organisms aside from the lack of awareness of the explanatory power of the
embodiment perspective and the sufficiency with which it allowed for the
organism to negotiate its world. As such embodiment led to a much broader
appreciation of the variety of ways in which individual species may interact
and experience their own situatedness and offered a framework for doing so. </div>
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<b>References </b></div>
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Barrett, L. (2015). <a href="http://cspeech.ucd.ie/Fred/docs/Anthropomorphism.pdf"><span style="color: blue;">Why Brains Are Not
Computers, Why Behaviorism Is Not Satanism, and Why Dolphins Are Not Aquatic
Apes</span></a>. The Behavior Analyst, 1-15.</div>
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Clark, A. and Toribio, J. (1995) Doing without
representing? <i>Synthese</i>101, 401–431</div>
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Froese, T. & Di Paolo, E. A. (2011). <a href="http://cspeech.ucd.ie/Fred/docs/cellToSociety.pdf"><span style="color: blue;">The Enactive Approach:
Theoretical Sketches From Cell to Society</span></a>. Pragmatics & Cognition,
19(1): 1-36</div>
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Varela F. J. (1995) The re-enchantment of the
concrete. Some biological ingredients for a nouvelle cognitive science. In:
Steels L. & Brooks R. (eds.) The Artificial Life route to Artificial
Intelligence: Building Embodied, Situated Agents. Lawrence Erlbaum, New Haven: 11–20.
Available at http://cepa.info/1996</div>
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Anonymoushttp://www.blogger.com/profile/03904474673457459266noreply@blogger.com0tag:blogger.com,1999:blog-398117239974416524.post-3928968050492252162017-05-01T17:56:00.000+01:002017-05-01T18:01:59.558+01:00Embodiment, Metaphor and Cognition<br />
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" 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" 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" width="320" /></a><span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">Embodied
cognition as currently understood contends with the emergence of cognition as being
grounded in an organism’s sensorimotor capacities and interaction with the
environment. </span><a href="https://www.ncbi.nlm.nih.gov/pubmed?Db=pubmed&Cmd=Retrieve&list_uids=12613670&dopt=abstractplus"><span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">Wilson (2002)</span></a><span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;"> identifies six
aspects of embodiment such that (1) Cognition is situated (2) Cognition is time
pressured (3) Cognitive work is offloaded onto the environment (4) The
environment is part of the cognitive system (5) Cognition is for action (6) Off-line
cognition is body based. The variety of perspectives on embodiment differ
between the degree of influence such sensorimotor interactions have on
cognitive processes from the position of embodied cognition constraining
internal representational cognitive processes to embodiment being treated as a
continual dynamic system without the attribution of any internal representative
structures or processes being required. </span></div>
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<div style="text-align: justify;">
<span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">Lakoff
(2015) in additional support of the necessity of the embodiment perspective,
offers the assured consideration that if an individual's brain was,
hypothetically, somehow disconnected from all sensorimotor functioning then, in
the absence of such sensorimotor interaction, what would be left to think
about? It is a practically impossible position to argue against and one which
firmly, and quite directly, asserts the vital role which the body essentially
plays in cognition. Each perspective assimilates the influence of embodiment and
interaction in the cognitive process but with particular respect to the
consideration of metaphor the particulars of the environment as being part of
the cognitive system and that off-line cognition is body based may be
particularly addressed. </span></div>
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<br /></div>
<div style="text-align: justify;">
<span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">The
main question with regard to embodiment and metaphor is the question as to how,
if all our concepts are grounded in our sensorimotor and environmental
constraints, then how is the ability to abstract possible (Jamrozik, A,
McQuire, M, Cardillo, E. R<span style="mso-spacerun: yes;"> </span>&
Chatterjee, A. 2016). For Lakoff and Johnson (1980) abstract concepts are
intensely metaphorical in that they are based on the mapping of sensorimotor
based concepts across and between distinct domains. To clarify,</span> a <a href="https://www.merriam-webster.com/dictionary/concept"><span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">concept</span></a><span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;"> is defined as (1)
something conceived in the mind <b>:</b> thought, notion and (2) <b>:</b>
an abstract or generic idea generalized from particular instances <i>the basic
concepts of psychology</i> <i>the concept of gravity</i>. The definition of a </span><a href="https://www.merriam-webster.com/dictionary/metaphor"><span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">metaphor</span></a><span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;"> is (1) a figure
of speech in which a word or phrase literally denoting one kind of object or
idea is used in place of another to suggest a likeness or analogy between them
(as in <i>drowning in money</i>) and (2) an object, activity, or idea
treated as a metaphor. <span style="mso-spacerun: yes;"> </span></span></div>
<div class="MsoNormal" style="line-height: normal; text-align: justify; text-justify: inter-ideograph;">
<br /></div>
<div style="text-align: justify;">
<a href="http://shu.bg/tadmin/upload/storage/161.pdf"><span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">Lakoff &
Johnson (2003)</span></a><span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">
state that the evidence for the role and interplay of concept and metaphor is
based on linguistic examples. The “essence of a metaphor is understanding and
experiencing one kind of (conceptual) thing in terms of another, that metaphor
means metaphorical concept”. The crux here is that all of cognition, from the
mundane to the highest of abstractions, may be accounted for in terms of such
blending of sensorimotor conceptual experiences. It has previously been
discussed that it follows from this that abstract concepts as such have no
specific representation but rather are constituted from more direct and
grounded sensorimotor domains (Jamrozik et al 2016). Other commentators have
expressed concern that the history of such abstract metaphors is largely
ignored and which may hold influence over how such abstractions are considered
by successive generations. Bowers (2009) argues that such metaphors would have
originated in earlier times and when passed on they continue to hold the errors
and biases of previous thinkers. </span></div>
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<br /></div>
<div style="text-align: justify;">
<span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">Metaphor
then is more than just a means of communication but rather is a way for
individuals to manage and develop their cognitive and conceptual experiences as
mitigated through their sensorimotor apparatus and environment. Given that
cognition is so embodied there are there inherent limits on what we may cognize
about? I think Lakoff & Johnson (2003) comes from an interesting
philosophical perspective in this regard in that instead of engaging in the
ambitious, but quite possibly fruitless, search for an absolute truth the
focus, for Lakoff, remains on human experience and relative meaning. In this he
is arguably acknowledging the presumed inherent limitation in what may be
engaged with both ontologically and epistemologically given the constraints
placed upon an organism by its physical system and the potential for engagement
within the environment. If, as Lakoff argues, our conceptual system is strictly
reliant on the use of metaphor it may then follow that any such attempt at a
complete account of nature is unattainable. This position would arguably then appear
to follow given the constant state of experiential flux we find ourselves in. </span></div>
<div style="text-align: justify;">
<br /></div>
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<br /></div>
<div style="text-align: justify;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">References:</span></b></div>
<div style="text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0cm; text-align: justify;">
<span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">Bowers,
C. A.</span><span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">
(2009) <i style="mso-bidi-font-style: normal;"><span style="mso-bidi-font-weight: bold;">Why the George Lakoff and Mark Johnson Theory of Metaphor is Inadequate
for</span> <span style="mso-bidi-font-weight: bold;">Addressing Cultural Issues
Related to the Ecological Crises</span></i><span style="mso-bidi-font-weight: bold;">.</span><i> </i><span style="mso-bidi-font-style: italic;">Language &
Ecology vol.2 no.4 (2009)</span></span><b><span style="font-family: TimesNewRomanPS-BoldMT; font-size: 12.0pt; mso-bidi-font-family: TimesNewRomanPS-BoldMT;">
</span></b></div>
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<br /></div>
<div style="text-align: justify;">
<span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">Chrisley, R. and Ziemke, T. (2006)
<i style="mso-bidi-font-style: normal;">Embodiment</i>. Encyclopedia of Cognitive
Science. . DOI: 10.1002/0470018860.s00172</span></div>
<div style="text-align: justify;">
<br /></div>
<div style="text-align: justify;">
<span lang="EN-GB" style="font-family: "times new roman" , "serif"; font-size: 12.0pt; letter-spacing: 0.05pt;">Dove, G. (2016) </span><i style="mso-bidi-font-style: normal;"><span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">Three symbol
ungrounding problems: Abstract concepts and the future of embodied cognition</span></i><span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">. </span><span lang="EN-GB" style="font-family: "times new roman" , "serif"; font-size: 12.0pt; letter-spacing: 0.05pt;">Psychon Bull Rev (2016) 23: 1109. doi:10.3758/s13423-015-0825-4</span></div>
<div style="text-align: justify;">
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<div style="text-align: justify;">
<span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">Glenberg, A. M. (2010) <i style="mso-bidi-font-style: normal;">Embodiment as a unifying perspective for
psychology</i>. WIREs Cogni Sci, 1: 586–596. doi:10.1002/wcs.55</span></div>
<div style="text-align: justify;">
<br /></div>
<div style="text-align: justify;">
<span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">Jamrozik, A, McQuire, M,
Cardillo, E. R<span style="mso-spacerun: yes;"> </span>& Chatterjee, A. (2016)
<i style="mso-bidi-font-style: normal;">Metaphor: Bridging embodiment to
abstraction </i></span><a href="http://europepmc.org/search;jsessionid=3311E16F01BDD2682A37D645887BC291?query=JOURNAL:%22Psychon+Bull+Rev%22&page=1"><span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">Psychonomic
Bulletin & Review</span></a><span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">
<span class="absnonlinkmetadata8"><span style="color: windowtext;">[2016,
23(4):1080-1089] </span></span><span class="absmetadatalabel3">DOI:</span> </span><a href="https://doi.org/10.3758/s13423-015-0861-0"><span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">10.3758/s13423-015-0861-0</span></a></div>
<div style="text-align: justify;">
<br /></div>
<div style="text-align: justify;">
<span lang="EN-GB" style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">Lakoff, G. (2015) How brains think; the
embodiment hypothesis. Keynote address. International Convention of
Psychological Science , Amsterdam, 2015. Retrieved from </span></div>
<div style="text-align: justify;">
<br /></div>
<div style="text-align: justify;">
<span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">George
Lakoff and Mark Johnsen (2003) <i>Metaphors we live by. </i>London: The University
of Chicago press.</span></div>
<div style="text-align: justify;">
<br /></div>
<div style="text-align: justify;">
<span lang="EN-GB" style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">Wilson, M. (2002) </span><i style="mso-bidi-font-style: normal;"><span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">Six
views of embodied cognition</span></i><span style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">: </span><span lang="EN-GB" style="font-family: "times new roman" , "serif"; font-size: 12.0pt;">Psychonomic Bulletin & Review (2002) 9: 625. doi:10.3758/BF03196322</span></div>
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Anonymoushttp://www.blogger.com/profile/03904474673457459266noreply@blogger.com0tag:blogger.com,1999:blog-398117239974416524.post-10532531854492985852017-04-24T09:20:00.000+01:002017-04-24T09:20:11.907+01:00A Project of This World<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhiMkiB4qR55B56-vxJhMy18YjpKmHnuyNhwcTTBo8htThxxgvu1l6NdNB5HgBCcbjLF0lowbss68YITCjkJy1q5Kan29xVulYi3VrHk-B1-BZGaGyd8ifsl-lo-jQruwdytlFEs6LRTZ0/s1600/Cog+Blog+pic+4.jpg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhiMkiB4qR55B56-vxJhMy18YjpKmHnuyNhwcTTBo8htThxxgvu1l6NdNB5HgBCcbjLF0lowbss68YITCjkJy1q5Kan29xVulYi3VrHk-B1-BZGaGyd8ifsl-lo-jQruwdytlFEs6LRTZ0/s320/Cog+Blog+pic+4.jpg" width="320" /></a></div>
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<span style="color: #222222; font-family: "Times New Roman",serif; font-size: 12.0pt; line-height: 107%; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: EN-IE;">Tim Ingold’s <a href="http://postcog.ucd.ie/files/ingold90.pdf" target="_blank">paper</a>, “An Anthropologist Looks at
Biology,” offers an excellent critique of neo-Darwinian biological approaches
which, he claims, actually ignore the organism.
Neo-Darwinian biology considers the organism to be determined by its
genes or genotype which can never be influenced retroactively by the phenotype
or the life experience and traits which are uniquely expressed through
interaction with the environment. It is
viewed as a closed system. However, as
Ingold argues, organisms are necessarily open systems. Evolution is simply tracking which genetic
mutations happened to be beneficial to a species so they were passed on rather
than actually telling us anything about the nature of life. </span><span style="color: #222222; font-family: "Times New Roman", serif; font-size: 12pt;">Ingold provides three reasons for why
Neo-Darwinism cannot explain life.</span></div>
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<span style="background: white; color: #222222; font-family: "Times New Roman",serif; font-size: 12.0pt; line-height: 107%;">First, he claims
Neo-Darwinism is only concerned with events rather than processes.
Evolution looks at the events of genes passing from one generation to the next
which may include mutations, but it fails to consider the importance of the
variation in how these genes are expressed and<span class="apple-converted-space"> </span><i>lived </i>by the organism.
Second, it ignores the interconnectedness of organisms and their worlds.
Third, organisms and their environments assumed to evolve separately rather
than in tandem. <o:p></o:p></span></div>
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<span style="background: white; color: #222222; font-family: "Times New Roman",serif; font-size: 12.0pt; line-height: 107%;">As an anthropologist,
Ingold’s purpose in critiquing this biological approach is to provide an
alternative which recognizes humanity, culture, and society as continuous with
nature. He condemns the standard
paradigm by stating, </span><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; line-height: 107%;">“In short, the human being is represented
not as a specific manifestation of animality, but as the manifestation of a
specific human essence superimposed upon a generalized animal substrate.” (P.
210) The legacy of Descartes is the separation of mind and world which implies
a separation between human beings and nature.
Ingold stresses that the study of persons is a study of organisms. Rather than focusing on genetic or cultural
determination, understanding life depends upon evaluating relationships. We must consider the evolution of
relationships between individuals, groups, various species, and the
environment.<o:p></o:p></span></div>
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<span style="font-family: "Times New Roman",serif; font-size: 12.0pt; line-height: 107%;"><br /></span></div>
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<span style="color: #222222; font-family: "Times New Roman",serif; font-size: 12.0pt; line-height: 107%; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: EN-IE;">This assertion that human beings are continuous
with nature and not in any way separate is also put forward by <a href="http://alfa-omnia.com/resources/Phenomenology+of+Perception.pdf" target="_blank">Merleau-Ponty</a>. He states, </span><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; line-height: 107%;">“…consciousness
itself (<i>is</i>) a project of the world, meant
for a world which it neither embraces nor possesses, but towards which it is
perpetually directed—and the world as this pre-objective individual whose
imperious unity decrees what knowledge shall take as its goal”. (xx) What does
it mean for consciousness to be a project of this world? Even if we deny the ‘specialness’ of human
beings, the only option open to Neo-Darwinism is that consciousness is a
complete fluke down to a series of genetic mutations which happened to be
beneficial in an environment assumed to be separate from, and not changed by
the organisms which inhabit it.
Consciousness would not be a project of the world, but rather an
unexpected and unintended symptom of it.<o:p></o:p></span></div>
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<span style="font-family: "Times New Roman",serif; font-size: 12.0pt; line-height: 107%;">In Ingold’s view, there is nothing which exists which
is ‘unnatural’. Skyscrapers and gummy
bears are as organic as trees and zebras.
Even if things like language and reasoning are unique to humanity, this
does not mean we should look outside of nature and evolution for their
origin. Rather, by re-conceptualizing
the key elements of evolution to be organisms and the relationships between
them and the environment, we might obtain insights into the development of
consciousness that remain hidden to the study of genetics alone. Consciousness is a project of this world in the
sense that it arose in this world, through this world, and for this world. <o:p></o:p></span></div>
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<span style="color: #222222; font-family: "Times New Roman",serif; font-size: 12.0pt; line-height: 107%; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: EN-IE;">References:<o:p></o:p></span></div>
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<span style="color: #222222; font-family: "Times New Roman",serif; font-size: 12.0pt; line-height: 107%; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: EN-IE;">Ingold, T. (1990) “An Anthropologist Looks at
Biology”, <i>Man</i>, 25 (2), pp. 208–229.<o:p></o:p></span></div>
<br />
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<span style="color: #222222; font-family: "Times New Roman",serif; font-size: 12.0pt; line-height: 107%; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: EN-IE;">Merleau-Ponty, M. ‘Preface’ <i>Phenomenology of Perception</i>, trans., Colin Smith, London and New
York: Routledge, 1962.<o:p></o:p></span></div>
Anonymoushttp://www.blogger.com/profile/13055891906413809447noreply@blogger.com0tag:blogger.com,1999:blog-398117239974416524.post-83027847326853577842017-04-23T19:28:00.000+01:002017-04-23T19:28:21.259+01:00The Meta-question: Can we ever know what it is like to be a bat?<table cellpadding="0" cellspacing="0" class="tr-caption-container" style="float: left; margin-right: 1em; text-align: left;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjJVT3U6gA6k6689dVkMoiJmHmyA-Ncz4yfMULhScwKT5gt-HkvJk459yanNgaSQebvxrf4KDGda-p7hzJBirQqbeb26q1794b3Wldr3JlSXgb45vuDFNWe5XMOjekxt6FQ5DT0LQoYoDM/s1600/bat+and+cactus.png" imageanchor="1" style="clear: left; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img border="0" height="223" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjJVT3U6gA6k6689dVkMoiJmHmyA-Ncz4yfMULhScwKT5gt-HkvJk459yanNgaSQebvxrf4KDGda-p7hzJBirQqbeb26q1794b3Wldr3JlSXgb45vuDFNWe5XMOjekxt6FQ5DT0LQoYoDM/s320/bat+and+cactus.png" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><br /></td></tr>
</tbody></table>
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After a semester of stimulating, interesting, exciting and
frustrating exploration of post cognitive topics, here are some of the ideas
running around in my….oops was just about to type “brain”…humm. What’s a better
word for this … this… this… umm “experience of being sentient”? How about the word
consciousness? Or the cognitive apparatus? Environment-linked mind-like-“thing”
inside a cultural self referencing and sustaining <i>milieu</i>? None of those seems quite IT. And certainly, none of those
words is fully descriptive of <b><i>experience.</i></b><o:p></o:p></div>
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How do we talk about this experience of Being a Thinking
Entity? Sentience, “smarts” consciousness, awareness, neuro synaptic sharing,
quantum drop? Feedback loops which self-sustain – autocatalyic systems, post-cognitive
“understanding”? From which point of view shall we approach it? Philosophically
via Idealism, Realism, Physicalism, Materialism, or with Phenomenology? Which
of these preoccupations is the next path towards greater understanding: intentionality,
intersubjectivity, finding the “mark of the mental”, the hard problem, the explanatory
gap, even “What <b>is it like</b> to be a bat?”<o:p></o:p></div>
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?</div>
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With the word “cognition” amended to each item in this list,
this semester we read and discussed these theories as options: Extended, Embedded,
Embodied, Enacted (even Radical Enacted!), Ecological/environmental, Distributed,
4E, Biological.</div>
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<o:p></o:p></div>
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And, we considered these models: multiple draft, global workspace,
Higher Order Thought (HOT), Neural correlates
(NCC), even a quantum step down conceptualization!, Synergies, Dynamical
systems--we went so far as to touch on folk psychology and common sense.<o:p></o:p></div>
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Is cognition a Process or a thing? Verb or noun? Placed or distributed?
Is it all about Language?<o:p></o:p></div>
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Who/what has It? Are the Panpsychists actually on the right
track?<o:p></o:p></div>
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<br /></div>
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?<o:p></o:p></div>
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What’s a body to think? or, How’s a body to think? <o:p></o:p></div>
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<b>Does</b> a body
think?! <o:p></o:p></div>
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Just what the hell does it mean to be conscious? We have these
words: conscious, cognition, but unlike most words we use to communicate and
share the big questions or sticky scientific phenomena, we use these without
knowing what we mean by them. All it does for me is open up more questions:<o:p></o:p></div>
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What about non-human animals? What about “Pre-language Entities”?
What if they are talking but we can’t hear—we don’t perceive? We don’t know what
their methods are, let alone the content of potential messages? <o:p></o:p></div>
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How many different levels are there to this question, and
how are they connected? What questions are unanswered? Are some questions
unanswerable? <o:p></o:p></div>
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Its been a wild ride through the jungle of post-cognitive
theory this semester. I’m left with the (self-evident and ultimately unsatisfying,
howbeit provocative) conclusion that the depth of the question necessitates a plurality
of approaches, tools, and possible answers. The path is crooked but the journey
is exciting!<o:p></o:p></div>
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<o:p></o:p></div>
Katrina Maloneyhttp://www.blogger.com/profile/17522364004154034288noreply@blogger.com1tag:blogger.com,1999:blog-398117239974416524.post-14270380295357639232017-04-19T18:49:00.004+01:002017-04-19T18:54:41.591+01:00Does neuroscience promise to make us super-humans?<div dir="ltr" style="text-align: left;" trbidi="on">
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<span style="color: black; font-family: "arial"; mso-bidi-font-family: "Times New Roman";">What
does it take to master a skill? Helsen et al. (1998) suggested that for an
athlete to reach a world-class level of performance at least 4000 hours need to
be invested into deliberate practice. Ericsson (1990) takes it even further
than that by putting forward a figure of 10000 hours (20 hours x 50 weeks /
year x 10 years) to master any kind of skill.</span><span style="font-family: "arial"; mso-bidi-font-family: "Times New Roman";"><o:p></o:p></span></div>
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<span style="color: black; font-family: "arial"; mso-bidi-font-family: "Times New Roman";">We’re
going to leave the question of how a person’s body changes with the skill
acquisition for the purposes of this post and look deeper into what happens to
a person’s brain. Beilock (2011) hypothesized that as a person moves along the
stages of skill mastering from being a novice to becoming an expert, the
skill-related knowledge is gradually migrating from working memory localized in
a pre-frontal cortex to procedural memory occupying sensorimotor regions. In
fact, existing neuroscience research reveals strong evidence for
neuroplasticity caused by the deliberate practice. It is now evident that wide
structural and physiological changes are happening in both abovementioned areas
when extensive training is applied (see, for example, Draganski et al., 2004).</span><span style="font-family: "arial"; mso-bidi-font-family: "Times New Roman";"><o:p></o:p></span></div>
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<span style="font-family: arial;"></span><br />
<a name='more'></a>This
early research is raising a lot of exciting questions. Can we use our knowledge
about neural mechanisms and alterations happening in a brain with skill
development to inform training strategies? Knowing the capacity and speed of
the brain matter changing with training, can we predict future world-class
athletes, musicians and chess masters? Could we potentially replicate the
neural structure changes of a skillful person? Or nudge those changes in the
brain to happen faster?<br />
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<span style="color: black; font-family: "arial"; mso-bidi-font-family: "Times New Roman";">Neuroscience
researchers have meanwhile been making some progress to offer answers to some
of these questions. Thus investigators from HRL's Information & System
Sciences Laboratory </span><span style="font-family: "arial"; mso-bidi-font-family: "Times New Roman";"><a href="file:///%20https/::www.youtube.com:watch%3Fv=oIvdvG_zj6A"><span style="color: #1155cc;">discovered</span></a><span style="color: black;"> that
applying low-current electrical brain stimulation can facilitate and accelerate
learning new skills. </span><span style="color: #3a4752;"> </span><span style="color: black;">"We measured the brain activity patterns of six
commercial and military pilots, and then transmitted these patterns into novice
subjects as they learned to pilot an airplane in a realistic flight
simulator," says Dr. Matthew Phillips from HRL team. </span><o:p></o:p></span><br />
<span style="font-family: "arial"; mso-bidi-font-family: "Times New Roman";"><span style="color: black;"><br /></span></span></div>
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<span style="color: black; font-family: "arial"; mso-bidi-font-family: "Times New Roman";">Even
though it does sound like a storyline of a sci-fi movie about the future,
several companies, such as </span><span style="font-family: "arial"; mso-bidi-font-family: "Times New Roman";"><a href="http://www.theverge.com/2017/2/22/14631122/kernel-neuroscience-bryan-johnson-human-intelligence-ai-startup"><span style="color: #1155cc;">Kernel</span></a><span style="color: black;"> and Elon
Musk’s </span><a href="http://www.theverge.com/2017/3/27/15077864/elon-musk-neuralink-brain-computer-interface-ai-cyborgs"><span style="color: #1155cc;">Neuralink</span></a><span style="color: black;"> have been
reported to invest into creating brain-computer interfaces that among other
things “may one day upload and download” information directly into and out of a
human brain. </span><o:p></o:p></span><br />
<span style="font-family: "arial"; mso-bidi-font-family: "Times New Roman";"><span style="color: black;"><br /></span></span></div>
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<div class="MsoNormal" style="text-align: justify; text-justify: inter-ideograph;">
<span style="color: black; font-family: "arial"; mso-bidi-font-family: "Times New Roman";">If
and when this becomes a reality, may be we can learn how to ride a bike a
matter of minutes?</span><span style="font-family: "arial"; mso-bidi-font-family: "Times New Roman";"><o:p></o:p></span></div>
</div>
<div class="MsoNormal" style="text-align: justify; text-justify: inter-ideograph;">
<br /></div>
<div class="MsoNormal" style="text-align: justify; text-justify: inter-ideograph;">
<span style="font-size: x-small;"><span style="font-family: "arial";">References:</span><span style="font-family: "arial";"><o:p></o:p></span></span></div>
<div class="MsoNormal" style="text-align: justify; text-justify: inter-ideograph;">
<span style="font-size: x-small;"><span style="font-family: "arial";">Choe, J., Coffman, B. A., Bergstedt, D. T., Ziegler, M. D., &
Phillips, M. E. (2016). Transcranial direct current stimulation modulates
neuronal activity and learning in pilot training. Frontiers in human
neuroscience, 10.</span><span style="font-family: "arial";"><o:p></o:p></span></span></div>
<div class="MsoNormal" style="text-align: justify; text-justify: inter-ideograph;">
<span style="font-size: x-small;"><span style="font-family: "arial";">Draganski, B., Gaser, C., Busch, V., Schuierer, G., Bogdahn, U.,
& May, A. (2004). Neuroplasticity: changes in grey matter induced by
training. Nature, 427(6972), 311-312.</span><span style="font-family: "arial";"><o:p></o:p></span></span></div>
<div class="MsoNormal" style="text-align: justify; text-justify: inter-ideograph;">
<span style="font-size: x-small;"><span style="font-family: "arial";">Ericsson, K. A., Krampe, R. T., & Tesch-Römer, C. (1993). The
role of deliberate practice in the acquisition of expert performance.
Psychological review, 100(3), 363.</span><span style="font-family: "arial";"><o:p></o:p></span></span></div>
<div class="MsoNormal" style="text-align: justify; text-justify: inter-ideograph;">
<span style="font-family: "arial";"><span style="font-size: x-small;">Helsen, W. F., Starkes, J. L., & Hodges, N. J. (1998). Team
sports and the theory of deliberate practice. Journal of Sport and Exercise
psychology, 20(1), 12-34.</span></span></div>
</div>
Evgeniyahttp://www.blogger.com/profile/13416114144475460093noreply@blogger.com2tag:blogger.com,1999:blog-398117239974416524.post-69581140404109036462017-04-16T16:24:00.002+01:002017-04-16T16:24:44.850+01:00Flynn’s Cat – Part I: An Exploration of Embodiment<table cellpadding="0" cellspacing="0" class="tr-caption-container" style="float: left; margin-right: 1em; text-align: left;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjlPKqGti3o7_sGBeA7OwHFU2FAUHo75AUlWmaNvsKPswhhnSa0kOFj1WXO4nVOJ0HIDV6u3LGjKkqSm7opeJRJLe3VZgm9uB06W5b1TMYcQrTULvk9uNWZAv_sDlbkFuyFqAs5-Z_6cqvN/s1600/PostCog1.jpg" imageanchor="1" style="clear: left; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img border="0" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjlPKqGti3o7_sGBeA7OwHFU2FAUHo75AUlWmaNvsKPswhhnSa0kOFj1WXO4nVOJ0HIDV6u3LGjKkqSm7opeJRJLe3VZgm9uB06W5b1TMYcQrTULvk9uNWZAv_sDlbkFuyFqAs5-Z_6cqvN/s320/PostCog1.jpg" width="320" /></a></td></tr>
<tr align="left"><td class="tr-caption">© 2017 Simon’s Cat Limited</td></tr>
</tbody></table>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;">It is fair to say that a wide range of topics
invoke discussion under the banner of embodiment, too many to discuss in a few
short posts. There are however, a few themes that while not exhaustive, are
prominent in the literature:</span></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;">Does the body and world form part of my cognitive
processing as opposed to merely causing it?</span></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;">Does my body determine in some way, how I understand
my world?</span></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;">Can my cognition be explained solely by my
interaction with the world, without appealing to representations or
computational processes?</span></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;">Beginning with the question of whether cognition,
or at least parts of it, extend beyond the brain, a common problem from systems
analysis arises, namely, where is the boundary of the system, and how might its
parts be either decomposed or clustered together to aid investigation, or are
questions of boundary and decomposition, themselves part of the problem. </span></div>
<a name='more'></a>These
issues are not unique to cognitive science. They arise when attempting to
analyse any system through decomposition. Attributes bleed into one another
with no clear boundaries or hierarchies, and whether something is viewed as a
component of a system, or causal to a state within the system, depends on where
the boundary of that system is drawn, and whether that component is inside or
outside the boundary. Where the boundary is drawn is dependent on third-party
observation and what the requirements of that third-party are. In other
words, in this case, where we draw the boundary depends on what we mean by
cognition. If the defining features of cognition are the information processing
role inherent within it, then there is no reason that this cannot extend into
the body and into the world.<br />
<br />
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;">Much of the concern, it would seem, that this
approach throws up for traditional cognitive scientists, arises from the
heterogeneity of a brain-body-world system and whether it would ever be
amenable to scrutiny given that the external could consist of anything?
In other words, would it ever be possible to study a brain-body-world system?
But here, Wilson’s ‘Wide Computationalism’ (1994) dispenses with this problem by seeing
physical diversity as irrelevant. What is important is the information that is
carried and the role that information plays in the larger computational system.
Computationalism doesn’t specify the location of the computations, and the
computational description of a process abstracts away from the medium it is
found in. </span></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;">The question then perhaps is whether this gets us
anywhere? The mind could indeed extend, but does it, and would any widening of
the boundary be criticised by traditionalists as merely playing with words? To
differentiate itself, there must be something different in the interaction
between an organism and an external artefact that truly mark it as a cognitive
system rather than an arbitrarily drawn boundary.</span></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;">As I type this, I am both writing and thinking at
the same time. My laptop provides the medium through which a
neural/typing/reading coupling is unfolding to explore a topic in ways I might
not otherwise come upon. The cat sitting beside me, spots my cursor moving on
the screen. She locks onto its every movement as I drag it across the screen.
Her eyes move. Her head moves as she follows it. Eventually her paw reaches out
to the laptop screen. For these few moments, is the cursor on my screen, part
of the cat’s mind? Are the words on the laptop part of mine? Are the
nature of our interactions with the external artefacts the result of an
embedded algorithm inside us somewhere sandwiched between perceiving and
movement, or are those artefacts, at least temporarily, part of our minds?</span></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;">It can be argued in both cases that the external
artefacts are non-cognitive in nature. Neither the cursor nor the laptop would
typically be viewed in themselves as cognisers. But must the constituents of
cognitive processes themselves be cognitive? If the answer is yes, then the
boundary of the mind is around the brain. But can cognition include non-neural
constituents and still make sense. A sentence typed by me on my laptop screen
forms part of a cognitive process that produces a neural state in me, which in turn
produces another interaction with my laptop. If a neural state correlates with
something in the real world, then if the part of cognition that is done outside
my head has parity with the process were it done inside my head, then it could
be argued that it is part of the cognitive process. In this case the movements
and other attributes of the cursor are part of the cat’s mind, the words on the
laptop are part of my mind and the boundary must widen to include them. </span></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;">But does it really matter where the boundary is?
Does it get us anywhere new? In this regard, the debate on whether cognition
extends beyond the brain into the world or whether it is cranially bound but
the brain and parts of the world together produce cognition is in danger of
descending into a mere argument around vocabulary. In addition, the arguments
on whether there needs to be a boundary between neural and non-neural parts of
cognition also perhaps misses the larger point that cognition seems to emerge
from the interactions and cannot be understood through decomposition into
constituent parts. </span></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;">So again I need to ask, is there something
different in the interaction between an organism and an external artefact that
truly mark it as a cognitive system rather than an arbitrarily drawn boundary?
Is there a difference in what the cat and the cursor are doing, and what I and
the laptop are doing? A cat reacting to a cursor on a screen, at least as
far as output is concerned, can be explained equally well by effect or by
extended mind. But what about me and the laptop? From brain to laptop, back
again to brain, and so on, as I examine my thoughts. The brain alone has
difficulty doing this, so instead it produces words on a screen in order to
enhance its ability. The words on the laptop relieve my brain of the burden it
would otherwise need to assume. This is not just a simple interaction between
an organism and an external artefact; it is the adoption and generation of an
external artefact by the brain to enhance its own abilities, and it is this
that distinguishes the interaction from other external influences that I might
encounter. My cognition is not merely influenced by an external artefact, I
have self-generated how I perceive and interact with external artefacts to aid
my own cognition. This extension with the purpose of self-augmentation is in my
view, what marks extended mind as an interesting departure from traditional
cognitive science.</span></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;">A more interesting question perhaps is, what does
the cat perceive in her interactions with the cursor? This is the subject of
the next post…</span><br />
<br />
<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;"><a href="http://postcogtopics.blogspot.com/2017/04/flynns-cat-part-2-exploration-of_16.html">Flynn's Cat - Part 2 ></a> </span><br />
<br />
<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;">References</span><br />
<br />
<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;">Wilson, R. (1994)<span style="font-family: "arial" , sans-serif;">. Wide Computationalism. Mind, 103(411), pp.351-372.</span> </span></div>
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<br />
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<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjs8aoxMSxtIjpDnhLplJ8JN5E8wc1_eAVmzTc47ada5jJA_m_KLRqzXJRc3ZJBPa-WJ6ZcZBCdopb2-YCqqP0_ANjlF6YSTpMzDjFvviVlXzoO_B9ryNf2CzHEht36JnPa0Q1YkrJRtmKY/s1600/PostCog2.jpg" imageanchor="1" style="clear: left; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img border="0" height="179" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjs8aoxMSxtIjpDnhLplJ8JN5E8wc1_eAVmzTc47ada5jJA_m_KLRqzXJRc3ZJBPa-WJ6ZcZBCdopb2-YCqqP0_ANjlF6YSTpMzDjFvviVlXzoO_B9ryNf2CzHEht36JnPa0Q1YkrJRtmKY/s320/PostCog2.jpg" width="320" /></a></td></tr>
<tr align="left"><td class="tr-caption">© 2017 Simon’s Cat Limited</td></tr>
</tbody></table>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;"><a href="http://postcogtopics.blogspot.com/2017/04/flynns-cat-part-i-exploration-of_16.html">< Flynn's Cat - Part 1</a> </span><br />
<br />
<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;">So the cat is watching a cursor move about on my
laptop screen. Is how the cat solves the problem of figuring out what the
cursor is, embedded inside her somewhere sandwiched between perceiving and the
movement of her paw, or is it developed and made possible through her
interactions with the cursor? </span></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;">Even before this problem-solving task, how does the
cat go about categorising the world she perceives? Is she constrained or
limited by the body she inhabits? I perceive her as black and white, but
is that because in some way, I am physiologically equipped to perceive her as
black and white. The next door neighbour’s dog may perceive her differently.
If I twist the can opener around a tin of cat food, does she perceive this,
since she has no opposable thumbs to understand the concept of twisting, or
does she merely see me move the can? Is there a pre-given world for either of
us, or are both of us bringing it forth from our respective histories of
structural coupling with artefacts in the world, which will be markedly
different? </span></div>
<a name='more'></a>And if how she categorises differs from how I categorise then
presumably any competences which depend on categorisation such as memory will
differ between us as well.<br />
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<br /></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;">Standard cognitive science is criticised for
relying on amodal symbols and algorithms that cannot acquire the
representational function that standard cognitive science assigns them. Meaning
must come from elsewhere, for example, the characteristics of the body and the
interactions with the world that the body affords. According to O’Regan &
Noe (2001), vision is constituted by exploring, not by the mere activation of
neural representations; Vision involves the interaction of the visual apparatus
and its environment. If the cat’s legs move in a running motion while she is
sleeping on her side, she is not running, even if her legs are making the
correct movements, as her feet are not making contact with the ground. They
also argue that perception depends on possession of sensorimotor knowledge, and
it is the skilful activity of the cat as a whole that allows her to perceive.
Her interactions with the cursor obey regularities known as sensorimotor
contingencies and her visual experience is the exercise of those sensorimotor
contingencies. In a similar manner, if I stroke her, my tactile experience is
the knowledge of sensorimotor contingencies associated with tactile
simulations. But what is the nature of this knowledge? It is a tacit knowledge,
where experience of objects in my environment creates expectations in my
nervous system. Is it a type of know-how or a set of skills I have
acquired that allow me to perceive – the set of movements and adjustments that
gather information particular to the shape, colour, texture and other visual
attributes of the cat. And what does it mean to exercise this sensorimotor
knowledge? Is it my potential to perform these actions that allows me to perceive
the cat? Do I actually need to move my eyes over her to reveal
sensorimotor knowledge, or does it mean that at some time in the past, I moved
my eyes relative to a cat in a way that created knowledge of sensorimotor
contingencies, and thus, my perceptual experience now, is the knowledge I
acquired from those previous actions. This throws up a problem. If knowledge
alone constitutes the perceptual experience, then the mind is again, akin to a
brain in a vat, with the sensorimotor contingencies represented in the brain.
While this theme does emphasise the importance of the body in perception, this
is only weakly different from traditional cognitive science. If on the other
hand, my eyes are firmly fixed on my laptop and I do not perform actions now, along
with sensorimotor knowledge, will I fail to perceive the cat? This might
certainly explain inattentional blindness.</span></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;">It <i>can</i> certainly be argued that this form of
knowledge is know-how rather than symbolical – it requires a brain in a body to
acquire the skills, but can’t know-how be represented symbolically? Can’t the
brain in a vat encode the know-how? So, either I do not perceive the cat
unless I physically exercise my sensorimotor contingency knowledge, or if I do
not exercise this knowledge, my experiences of the cat rest on previously
stored knowledge in my brain, which is admittedly functional in nature, but
must at the same time, be represented in some way. </span></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;">So traditional cognitive science and this
particular theme of embodiment directly compete with each other in their
interpretation of data. While computational models of vision from traditional
cognitive science assume an independent world, separate from the algorithms
that derive information from it, embodiment depends on what my body brings to
processing the world it encounters. But is there a better way to do cognition?
This is the subject of the next post…</span><br />
<br />
<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;"><a href="http://postcogtopics.blogspot.com/2017/04/flynns-cat-part-3-exploration-of_73.html">Flynn's Cat - Part 3 ></a> </span></div>
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<br /></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;">References</span></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;">O'Regan, J. and Noë, A. (2001). A sensorimotor
account of vision and visual consciousness. <i>Behavioral and Brain Sciences</i>,
24(05), pp.939-973.</span></div>
<div class="MsoNormal">
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Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-398117239974416524.post-70650762317837673612017-04-16T16:24:00.000+01:002017-04-16T16:24:09.243+01:00Flynn’s Cat – Part 3: An Exploration of Embodiment<!--[if gte mso 9]><xml>
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<![endif]--><span style="font-family: "arial" , sans-serif; font-size: 10.0pt;"><a href="http://postcogtopics.blogspot.com/2017/04/flynns-cat-part-2-exploration-of_16.html">< Flynn's Cat - Part 2</a> </span><br />
<br />
<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;">Radical embodiment theorists are the most openly
opposed to traditional cognitive science. It aims to replace traditional
methods and concepts, with new foundations that incorporate emergent outcomes
of dynamical systems and sense-act interactions between a body and the world it
is engulfed in. In this approach, inspired in part by Gibson’s (1966)
continuous interactions between an organism and its environment, computational
models can never be adequate, as cognition is a continuous thing, and the body
and its nervous system are in the world, so there is no need to represent them. </span><br />
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<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;">Dynamical systems with their state space (a map of
all possible states), certainly have explanatory power. The state space for the
cat would presumably be all possible positions and movements that she could
assume and her evolution would be in the form of differential equations. According
to this view, cognition emerges from the dynamical interaction of the cat’s
brain activity, the activities in her body and her environment. In other words,
a neural mechanism in a certain sort of body, in a certain sort of environment
will produce behaviours that dynamical systems equations can describe. </span></div>
<a name='more'></a>The
physical properties of the cat such as the connection between her muscles and
her ligaments offer enlightenment of what she does and how she operates. How
she walks, for example, is the product of dynamical interactions between her
muscles and other anatomical parts and the surfaces she walks on. In some
ways, she is like a behaviour-based robot where the behaviour of each part is a
response to a sensor activity that when combined emerges into an overall
behaviour that appears to me, the observer, a coherent behaviour, and it is
only I, as an observer that imputes a central representation of what she is, or
is doing. When compared to Shakey the robot, which exemplifies the thinking
within traditional cognitive science, there is no internal model or general
purpose programming. Instead the cat is tightly connected to the world in an
uninterrupted way and a sensory system that leads directly to behaviour.<br />
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<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;">Because her brain is situated, she can use the
physical and functional organisation of the space around her to offload her
cognitive processing to her environment. She might also exhibit trajectories of
state from any state she might hold toward an attractor. It is not so obvious
what this attractor might be in a cat as opposed to a pendulum, but presumably
it would be a stillness. She has a pattern on her fur which may hold the
self-organising or emergent properties of her genetic line.</span></div>
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<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;">And then there’s our relationship. Are we coupled
in some way that displays a cyclical pattern of causal events; a higher order
pattern that influences a lower order pattern that maintains the higher order
pattern. As I stroke her, she physically moves in response, which entices me to
continue stroking her. Like Watt’s Centrifugal Governor, the components of the
system are continuously moving. She keeps me company, so I feed her, which
entices her to stay with me. </span></div>
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<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;">However, the sheer complexity of the cat’s
dynamical equations aside, do they describe how the system changes, rather than
why it changes? In other words, are they descriptive rather than explanatory?
Perhaps not. An equation that describes the acceleration in her movements might
explain <i>why</i> she is moving at a particular velocity at a particular
moment in time. In this way, the equations might predict her velocity in the
next instant or why she is in a particular state given her previous state.</span></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;">So, dynamical systems theory can certainly be used
to describe both the cat herself and her relationship with me. The
ability to apply dynamical systems theory to the brain, the body and the world,
brings a unified approach that traditional cognitive science does not.
Differential equations can be used to explain what goes on inside and outside
the body, but does it extend to all aspects of cognition? This is the topic of
my last post...</span><br />
<br />
<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;"><a href="http://postcogtopics.blogspot.com/2017/04/flynns-cat-part-4-exploration-of.html">Flynn's Cat - Part 4 ></a> </span></div>
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<br /></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;">References</span></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<span style="font-family: "arial" , sans-serif; font-size: 10.0pt;">Gibson, J.J. (1966). The senses considered as
perceptual systems. Oxford, England: Houghton Mifflin </span></div>
Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-398117239974416524.post-17604544135227515022017-04-16T16:23:00.001+01:002017-04-17T12:30:39.328+01:00 Flynn’s Cat – Part 4: An Exploration of Embodiment<table cellpadding="0" cellspacing="0" class="tr-caption-container" style="float: left; margin-right: 1em; text-align: left;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgntHMasre2f_v_4cNJr1H6lifZEBiLBWwUQyfLlZbWJM6fYcRSodFaI9L8dPh_1yxrgRkNzqv2eD43g2PXvNRd-k5YysLzITV-ha_vh_qNKOIG_C6TfaOuhEndc8t6JwMngrPCbsnhC9jc/s1600/PostCog4.jpg" imageanchor="1" style="clear: left; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgntHMasre2f_v_4cNJr1H6lifZEBiLBWwUQyfLlZbWJM6fYcRSodFaI9L8dPh_1yxrgRkNzqv2eD43g2PXvNRd-k5YysLzITV-ha_vh_qNKOIG_C6TfaOuhEndc8t6JwMngrPCbsnhC9jc/s1600/PostCog4.jpg" /></a></td></tr>
<tr align="left"><td class="tr-caption">© 2017 Simon’s Cat Limited</td></tr>
</tbody></table>
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</xml><![endif]--><a href="http://postcogtopics.blogspot.com/2017/04/flynns-cat-part-3-exploration-of_73.html">< Flynn's Cat - Part 3</a><br />
<br />
There are many methods of evaluating a theory. Simplicity,
testability, fruitfulness, power to unify, and so on. So how does embodiment
stack up?<br />
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Traditional cognitive science in some aspects, has had a lot
of success and has a proven track record. It has deepened our understanding of
the mind in an unprecedented manner.<span style="mso-spacerun: yes;"> </span>It
has a power to unify perception, attention, memory, language under the same
explanatory framework. Embodiment’s ability to be applied equally well across
the range of cognitive phenomena, has yet to be proven, but it is very early
days.<span style="mso-spacerun: yes;"> </span>Appeals to concepts such as
affordances, meshing, world-making, etc have as yet, an uncertain status. That
a cat and I might conceive of the world differently is a difficult theory to
test. Virtual reality technologies may present possibilities of testing in this
area, but any findings would still be speculative at best. Traditional
cognitive science<i style="mso-bidi-font-style: normal;"> is</i> testable, and in
certain cases experimental results from studies in embodiment can equally be
explained by traditional cognitive science, and yet its explanations are less
certain.<br />
<br /></div>
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It must however be conceded that traditional cognitive
science does not do a good job in explaining all varieties of cognition. <br />
<a name='more'></a>Perception,
pattern matching and Rodney Brook’s (1997) creatures appear to be better
explained by dynamical methods than they do by traditional cognitive science
and symbolic representation. There are however, representation-hungry problems,
requiring abstraction that are not adequately served without the use of
representations.<span style="mso-spacerun: yes;"> </span></div>
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<br /></div>
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If you’ve read my previous posts along with the title,
you’ll know I’ve been accompanied in this exploration of embodiment by a
cat.<span style="mso-spacerun: yes;"> </span>In respect of the title of these
post, I am aware that my surname doesn’t sound as impressive as the Austrian
physicist’s, but I see no reason why Schrodinger’s moggy should be the only
feline philosophical device in town.<span style="mso-spacerun: yes;"> </span>So
here’s the thing. The cat died in September 2016, and I’m writing this in April
2017.<span style="mso-spacerun: yes;"> </span>There is no cat beside me as I
write.<span style="mso-spacerun: yes;"> </span>She never lived in the house I
live in now and to my recollection, never saw a laptop or a cursor. So apart
from calling me out as a liar, how do we explain what I’ve been doing?<span style="mso-spacerun: yes;"> </span>I spent my childhood in the company of cats.
I know their movements well and even though this particular cat never saw a
cursor on a laptop, I have no difficulty in visualising her in point mode,
following a cursor’s movements around a screen, as I have seen other cats do. <span style="mso-spacerun: yes;"> </span>This is now what Clark & Toribio (1994)
would describe as a “representation-hungry” exercise requiring strong internal
representations and as such is not well served by a dynamical systems explanation or
sense-act interactions. While representations are not required for some kinds
of activity, it does not follow that cognition never requires representational
states and as such, embodiment can only claim a portion of the explanations
that traditional cognitive science seeks to address. Could dynamical systems be
adopted as an additional tool for traditional cognitive science, broadening its
approach and thereby its explanatory powers, but maybe not completely replacing
it.</div>
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<br /></div>
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In this pursuit, could representations in embodiment take a
different form? A problem I have had from the beginning of this exploration
into embodiment is the idea that representations are seen as discrete entities
that can be extracted from a system. It is one perhaps borne out of the beginnings
of traditional cognitive science but I’m not so certain still exists. While connectionism in its current
form is criticised for its lack of body and world, it does show that the
processing of symbols is not necessarily the only means of processing inputs,
albeit in a distributed fashion.<span style="mso-spacerun: yes;"> </span>It
transforms inputs into outputs, and in a manner, represents something about the
world through the state that the model enters into. The weights of the
connectionist model can be interpreted as a form of knowledge detailing how
inputs should be treated in pursuit of outputs. A
representation is a stand-in for something else. If I get freckles from staying
in the sun too long without sun-blocker, my skin is carrying information about
my time in the sun. In a similar manner, a state of me and my nervous system
comes to represent something in the real world, when it consistently correlates
with that thing in the real world. But perhaps the represenational mechanism must also involve a functional role to cooordinate activity with its environment beyond just mere correlation. As Clark (1997) put it, "the system must be capable of using these inner states or processes to
solve problems off-line, to engage in vicarious explorations of a
domain, and so on [...] Strong internal representation is thus of a
piece with the capacity to use inner models instead of real-world action
and search".<span style="mso-spacerun: yes;">
</span>It would seem then, a redefinition or at least a clarification of what is meant by representation is required, and
without it, embodied accounts of cognition, for all the possibilities that they
open up, become limited in their ability to explain mental images, the ability
to learn from previous experiences, examine options when making a decision, and
myriad other cognitive activities that require something that at least acts as
a representation would.<br />
<br />
<br /></div>
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References</div>
<div class="MsoNormal">
<span class="selectable">Brooks, R. (1997). Humanoid Robots.
The Cog Project. <i>Journal of the Robotics Society of Japan</i>, 15(7),
pp.968-970.</span></div>
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<span class="selectable"> </span> </div>
<div class="MsoNormal">
<span class="selectable">Clark, A. and Toribio, J. (1994).
Doing without representing?. <i>Synthese</i>, 101(3), pp.401-431.</span><br />
<br />
<span class="selectable"><span class="selectable" id="js-reference-string-1">Clark, A. (1997). The Dynamical Challenge. <i>Cognitive Science</i>, 21(4), pp.461-481.</span> </span></div>
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<![endif]-->Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-398117239974416524.post-6059994869204350062017-04-14T22:30:00.001+01:002017-04-14T22:30:33.612+01:00Umwelt, Anthropocentrism and Island Universes<!--[if !mso]>
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</span></i></span></span><span style="font-size: small;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><i><span style="color: #181818; line-height: 115%;"></span></i></span></span><br />
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<span style="font-size: small;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><i><span style="color: #181818; line-height: 115%;"><i><span style="color: #181818; font-family: "arial" , "sans-serif";">We can pool information about experiences,
but never the experiences themselves. From family to nation, every human group
is a society of island univer<span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;">ses". </span></span></i></span></i></span></span></div>
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<span style="font-size: small;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><span style="color: #181818; line-height: 115%;">Aldous Huxley – The Doors of Perception</span></span></span><br />
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<span style="font-size: small;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhKjPzFyc1x8yPGKQLrHKg9S2lU_IqN-y83rAEnswFF7ianKAScGi_6wl1ziUYTjxtGy4wakIINiyhpGTrh0RIQAylS1J0kYvqZCSI_2Gp_3RwdH1_sdomnI4IDf_6BClQhRdlY-53rdDpo/s1600/Thinking+Chimpanze.jpg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" height="238" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhKjPzFyc1x8yPGKQLrHKg9S2lU_IqN-y83rAEnswFF7ianKAScGi_6wl1ziUYTjxtGy4wakIINiyhpGTrh0RIQAylS1J0kYvqZCSI_2Gp_3RwdH1_sdomnI4IDf_6BClQhRdlY-53rdDpo/s400/Thinking+Chimpanze.jpg" width="400" /></a><span style="font-size: xx-small;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><span style="color: #181818; line-height: 115%;"> <span style="font-size: small;"></span></span></span></span></span><br />
<span style="color: #181818; font-family: "Arial","sans-serif";">Early Cartesian views of the mind/brain distinction implied an
ego derived, individualistic separation of the self from the environment and
social structures. From this perspective the subject was a production of mind
and reason as somehow set aside from the natural environs surrounding it from
conception. It followed that all non-human organisms were considered to have
absent any actual form of cognitive capability and were reduced to simplistic, non
–agentic, stimulus-response machines of reflexive action. This position of
human exceptionalism has maintained itself into the modern era due largely
to the perpetuation of the mind/brain, soul/body distinction. </span></div>
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<span style="color: #181818; font-family: "Arial","sans-serif";"></span><span style="color: #181818; font-family: "Arial","sans-serif";"> </span></div>
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<span style="color: #181818; font-family: "Arial","sans-serif";">“The ideology lies not in the search for differences, but in the
unwavering belief that humanity is defined by attributes that have absolutely
no precedent in the rest of the biological world” (Radner and Radner, 1989,
p.9). This may be readily identified as a Cartesian hangover into current thinking. It may be appropriate to consider the limiting effect of such a position being held for any length of time in so far as the exclusionary consequences of failing to appreciate, and investigate, other organisms from their own distinctive, varied and embodied perspective. </span><span style="color: #181818; font-family: "Arial","sans-serif";"></span><span style="color: #181818; font-family: "Arial","sans-serif";"></span><span style="color: #181818; font-family: "Arial","sans-serif";">In more recent times Barrett (2015) has addressed this sustained anthropocentric
thrust into the scientific inquiry and evaluation of non-human species through
the lens of 4E embodiment where common engagement is the requirement of </span><span style="color: #181818; font-family: "Arial","sans-serif";"><span style="color: #181818; font-family: "Arial","sans-serif";">skillfully </span>negotiating the environment and the mutual cognitive and agentic traits necessary for doing so.</span>
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<span style="color: #181818; font-family: "Arial","sans-serif";">Much earlier than Radner and Barrett, Jacob Von Uexkull posited
the concept of an organisms "Umwelt". This closed phenomenal experience
of each living system as constituted by the components and configuration of the
individual animal and resulting from which each living system engages with and experiences
the world around them. Von Uexkull states that there are as many
"Umwelt" as there are organisms in the world and each of which negotiate
with the environment within their own terms and physical make up. He believed that each of these distinct worlds, while beautiful and worthy of appreciation, remained only spiritually, and forever non-physically, accessible to us.</span></div>
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<span style="font-family: "Arial","sans-serif";">It has previously been posited </span><span style="color: #181818; font-family: "Arial","sans-serif";">that there are grounds for allowing for some degree of
similarity in sentiment or reason, whatever these ultimately transpire to be, given the shared environment between
species be it either human to animal or animal to animal. A consideration which
may be appropriate is the "multiple realizability" thesis where mental states, such as cognitions are acknowledged to be may be found or "realized" within any number of physical, organic systems. From this other researchers have found a high degree of similarity between the human organism and others. In primate research for example, substantially developed social and emotional behaviors and technical capability have been found which readily suggest that "differences are of degree rather than of kind" (Goodall, 2006, p.188). This stands in stark contrast to earlier views of human exceptionalism. </span></div>
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<span style="color: #181818; font-family: "Arial","sans-serif";"><br /></span></div>
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<span style="color: #181818; font-family: "Arial","sans-serif";">Is it reasonable to maintain the view that each individual is </span><span style="color: #181818; font-family: "Arial","sans-serif";"><span style="color: #181818; font-family: "Arial","sans-serif";">ultimately </span>in a type or form of critical isolation from the world, and species, around them or
does the 4E perspective now require a more engaged, enacted and mutually shared
experience? Huxley framed the position with regard to such ultimate distinction
between the individual and the"human group" but perhaps the advancement of embodiment theory <span style="font-size: small;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;">will allow</span> f<span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;">or<span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"> </span></span>a deeper <span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;">and more <span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;">en<span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;">r</span>iched</span> <span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;">appraisal</span> of each organisms <span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;">unique role<span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;">,</span> value and worth within <span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;">the overall system.<span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"> <span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><br /></span></span></span></span></span></span></span></span></span></span></span></span></span></div>
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<span style="color: #181818; font-family: "Arial","sans-serif";"><span style="font-size: small;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"> </span></span></span></span></span></span></span></span></span></span></span></span></span></div>
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<span style="font-size: small;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;">
</span></span><br />
<span style="font-size: small;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><span style="color: #181818; line-height: 115%;">For <span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;">anyone</span> interested here is the full quote from Huxley:</span></span></span><br />
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<span style="font-size: small;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><i><span style="color: #181818; line-height: 115%;">“We live together, we act on, and
react to, one another; but always and in all circumstances we are by ourselves.
The martyrs go hand in hand into the arena; they are crucified alone. Embraced,
the lovers desperately try to fuse their insulated ecstasies into a single
self-transcendence; in vain. By its very nature every embodied spirit is doomed
to suffer and enjoy in solitude. Sensations, feelings, insights, fancies—all
these are private and, except through symbols and at second hand,
incommunicable. We can pool information about experiences, but never the
experiences themselves. From family to nation, every human group is a society
of island universes.”</span></i></span></span></div>
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<span style="font-size: small;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><b><span style="color: #333333;">References:</span></b></span></span></div>
<span style="font-size: small;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;">
</span></span><br />
<div class="MsoNormal" style="background: rgb(254, 253, 250) none repeat scroll 0% 0%; line-height: normal; margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><span style="color: #333333;">Barrett, L. (2016) “Why Brains Are Not Computers, Why Behaviorism Is Not
Satanism, and Why Dolphins Are Not Aquatic Apes”, <i>The Behavior Analyst</i>,
39 (1), pp. 9-23.</span></span></span></div>
<span style="font-size: small;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;">
</span></span><br />
<div class="MsoNormal" style="background: rgb(254, 253, 250) none repeat scroll 0% 0%; line-height: normal; margin-bottom: 0.0001pt;">
<span style="font-size: small;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><span style="color: #333333;">Goodall, J. (2006) We are not alone, <i>The <span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;">re-enchantment</span> of the cosmos, pp. 187-192.</i>Inner Traditions:USA. </span></span></span><span style="font-size: small;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><span style="color: #333333;"> </span></span></span><span style="font-size: small;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><span style="color: #333333;"><br /></span></span></span><br />
<span style="font-size: small;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><span style="color: #333333;">Huxley, A. (1954) <i>The
doors of perception. Chatto and Windus:UK</i> </span></span></span></div>
<span style="font-size: small;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;">
</span></span><br />
<div class="MsoNormal" style="background: rgb(254, 253, 250) none repeat scroll 0% 0%; line-height: normal;">
<span style="font-size: small;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><span style="color: #333333;">Radner, D. and
Radner, M. (1989). <i>Animal consciousness</i>. </span></span></span><span style="font-size: small;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><span style="color: #333333;">Prometheus Press:New York.</span></span></span></div>
<span style="font-size: small;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;">
</span></span><br />
<div class="MsoNormal" style="background: rgb(254, 253, 250) none repeat scroll 0% 0%; line-height: normal;">
<span style="font-size: small;"><span style="font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;"><span style="color: #333333;">Von Uexküll, J.
(1934) “A stroll through the worlds of animals and men: A picture book of
invisible worlds”, <i>Instinctive behavior: The development of a modern concept</i>,
translated and edited by Claire H. Schiller, 8-80. New York:
International Universities Press, Inc.</span></span></span></div>
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Anonymoushttp://www.blogger.com/profile/03904474673457459266noreply@blogger.com0tag:blogger.com,1999:blog-398117239974416524.post-47074209342341480272017-04-11T00:45:00.002+01:002017-04-11T01:01:30.210+01:00Bio-enactive framework: The perpetual life or ultimate death of the cell in the myth<table cellpadding="0" cellspacing="0" class="tr-caption-container" style="float: left; margin-right: 1em; text-align: left;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi3Ly1_ZCx-q5OTxbvDkfuc1zT5DF-CWNJp0XvkjSHdLJ2hDyKoUi3ZlMC-Pjf3hFNgNsH8kwVfflv09649MnWKsNYx4fwIdilF3baJpXrgKIvQQKhapEQaxF5LucLNBYRsp4AF_9yf2ChT/s1600/triumvirate.jpg" imageanchor="1" style="clear: left; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img border="0" height="229" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi3Ly1_ZCx-q5OTxbvDkfuc1zT5DF-CWNJp0XvkjSHdLJ2hDyKoUi3ZlMC-Pjf3hFNgNsH8kwVfflv09649MnWKsNYx4fwIdilF3baJpXrgKIvQQKhapEQaxF5LucLNBYRsp4AF_9yf2ChT/s320/triumvirate.jpg" width="303" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">(Cummins, <a href="http://cspeech.ucd.ie/TatTvamAsi/images/triumvirate.jpg">2016</a>, p.3)</td></tr>
</tbody></table>
Although I know it's largely figurative, I can’t seem to resist my existential or reductionist tenancies for seeking out something else in the milieu for the (excellently named) 'cell in the myth' described by Cummins and De Jesus (<a href="http://cspeech.ucd.ie/Fred/docs/PublishedCumminsDeJesus2016.pdf">2016</a>).<br />
<br />
As I read the authors’ account of their <i>bio-enactive framework </i>I imagined the cell running out of glucose. But, what in the milieu causes glucose to run out? Will the cell die without glucose? What exactly is present in the milieu or the organism that causes the cell to die? Otherwise, if glucose doesn’t run out, does the cell live forever? If glucose never runs out and the cell lives forever, why would the cell evolve movement at all? Why don't cells just evolve to grow on/ close to glucose deposits instead? If cells grew on glucose, and didn't need to move, would cells have evolved in the first place? <br />
<a name='more'></a><br />
Recognising how my own inescapable perspective, that of the seemingly 'near omniscient
observer' (op cit.), impresses upon my attempts to attribute meaning to the cell in its world, I enter an endless loop. I'm trapped inside something akin to the <i>homunculus fallacy</i> (O’Regan and Noë, <a href="http://postcog.ucd.ie/files/oregan.noe_.pdf">2001</a>); impossibly looking at the back of my own head that's reflected in the mirror I'm facing, like Edward James in René Magritte's <i>La reproduction interdite</i> (<a href="http://www.renemagritte.org/not-to-be-reproduced.jsp#prettyPhoto">1937</a>). My 'gaze' is precisely what ‘frames’ my view of the organism~glucose/ subject~world. This framing imposes a fixed quantity on the glucose I see available to the cell; 'zooming' my 'view frame' in or out, I simply see more or less glucose. This zooming merely prompts a reconfiguring of the edges of whatever bounds the world of the organism, like a Petri dish perhaps, my eyeballs or the hand of the Buddha (I'll explain the latter reference further on).<br />
<br />
But, seeking bounds in this way, once again, only serves my temptation to prescribe reductionist ontologies to the organism and its world. Clearly, this denies that the subject~world itself is inherently sense-making and undermines its atomicity.<br />
<br />
I suspect that the line of argument which implies a possibility for an unlimited supply of glucose and, thereby, a chance for the cell to feed and live forever is also flawed. I must be overlooking something obvious. If I’m not, and I almost always am, the perpetual life of a single organism seems an unlikely tenet of the bio-enactive thesis. Or is it?<br />
<br />
If we don't confine our measure of 'life' to the level of the individual, isn't all life, via reproduction, in some sense, perpetual? Even a strict realist reading of the <i>Laws of Conservation of Energy</i>, in some very loose way, arguably supports the ideal for perpetually sustainable life (where such life is transformative and while sufficient energy exists). I really should resist making tenuous links like these; otherwise I'll lose myself in pseudo-science-land.<br />
<br />
Any refusal to abandon the path to the eternal-life-argument requires some resolution of the unaccounted for ‘thing’ (i.e. in addition to glucose), in the cell's milieu, which manifests as the physiological effects of the passing of time and impedes the cell from living forever. Then again, Jakob von Uexküll (1934) considers time and space relative to each creature's <i>Umwelt</i>. Perhaps what's really ‘missing’ is my ability to fully acknowledge how my naive subject~object dependent point of view restricts my understanding. But, does accepting the inescapable cycle of life/ death, the invariable presence of inevitable change, as such a pervasive, highly deterministic, force leave much room for the exercise of free will?<br />
<br />
Oh no! I can't believe I've led myself to suggest that something might be in 'control'. Just when I was almost coming to terms with the 'word around the campfire' (Pulp fiction, 1994) that <i>gott ist tot</i> (Nietzsche, 1882)! Perhaps I'm just like the <i>Monkey King</i> from Cheng'en's epic <i>Journey to the West</i> (1625?), or its cool '70's Japanese TV adaptation <i>Monkey</i> (Aoki et al., 1978), who, in his characteristic blind arrogance, fails to accept he'll never get beyond the reaches of the hands of Tathagata 'the Buddhist Patriarch' (Yu, 2006, p.104).<br />
<br />
If I'm really honest though, on reflection, I've never been able to find a suitable response to Darryl Bailey's challenge to identify something from my life over which I have had full, self-directed, control (Conscious TV, <a href="https://www.youtube.com/watch?v=S7IAZ_QMipM">2011</a>). Sometimes things really do seem to beget other things. As Bailey mentions, at around 21 min. 40 sec. in his video interview, and I caution, his assertions regarding free will derive from the <i>non-dualist</i> teachings of the controversial (Conway, <a href="http://www.enlightened-spirituality.org/ramesh_balsekar.html">2007</a>) 'guru' Ramesh Balsekar (2007); about whose claims Steven Sashen quite humorously voices his doubts (<a href="http://sashen.com/blog/13/back-away-from-the-enlightened-guy-nothing-to-see-here/%20[Accessed%208%20April%2020017].">2006</a>). Bailey (2011) warns us against the 'confusion and fear' he finds evident among common unifying 'descriptions of existence' and then (somewhat, ironically) writes: <br />
<blockquote class="tr_bq">
If everything is acknowledged as it actually is, ever-shifting and unformed, it's an indefinable happening. All that's ever experienced is an unformed dance presenting itself. It's the vibrant, pulsing, luminous event that this moment is. There is only that. [...] It magically appears to be all kinds of things, but those appearances are false. None of them are a stable form: there is only constant movement, and there's no possible explanation for it (pp.12-14). </blockquote>
Admittedly, there are times when I take comfort from sharing Bailey's belief in some inexplicable 'happening'. At first glance, 'back West', Bailey's position seems reminiscent of Kant's 'weak' realism or <i>anti-realism</i> 'with a fig-leaf' (Devitt, 1997, p.17). Weak realism makes possible an objective, human-activity-independent, noumenon reality about which we can never 'have absolute knowledge' (Kukla, 2000, p.5). It seems to follow then that if we'll never fully know, why should we bother trying to find out?<br />
<br />
I can easily see why some might reject accounts based on weak realism where it's interpreted as a call to abandon any further, seemingly futile, attempts at resolving matters of reality or as opposing any possibility for self-directed action. But, I don't think Bailey is suggesting that we are separate from the
unfolding 'event' he describes. Rather, as some self-professed 'authentic'
non-dualists like Timothy Conway (2007) propose, there is a conventional-self who
experiences the world as vivid, palpable and phenomenal. While some
grand 'event' seemingly unfolds at the 'absolute' level of existence, simultaneously, at
the conventional-pragmatic level, we can choose to be well- or ill-behaved, kind or cruel, etc. This conventional-self is deemed necessary to
abating the fatalistic tenancies implicit to deterministic accounts like
Balsekar's (ibid.).<br />
<br />
In any case, the implications for some mind-independent reality are wholly at odds with the constructivist principles which Cummins and De Jesus cite as informing their bio-enactive framework. A constructivist view would hold that through our interactions with the 'happening' we come into our unique experience of our shared world. Our experience brings us to construct different ways of 'making sense' of our world and, as such, the experience of life becomes a necessary condition for the possibility of sense making. Viewed in this way, Bailey's perspective is markedly different then from weak realism's notions of a mind-independent objective reality. Yet, in both cases, reality remains wholly unknowable.<br />
<br />
I'm usually quite weary of any account that claims to have privileged access to '[T]ruth'; even if the proposed truth happens to be that 'we can never fully know the truth'. Nonetheless, I believe that as humans, by some reckoning, we can more or less describe the sense that we construct of our world (semantics). As a novice social researcher, I'm draw to accounts of these descriptions. I like to analyse and interpret them, adding my own meaning, exploring their implications for how I might make sense of my own experiences. This aligns somewhat well with the constructivist (epistemological) claim that knowledge is created where people describe and interpret human experience, and where people come into meaning through their experiences in ways relative to their particular 'culture', self or 'paradigm' (Kukla, 2000, p.4).<br />
<br />
I now appreciate a little more of Froese and Di Paolo's claim (<a href="http://cspeech.ucd.ie/Fred/docs/cellToSociety.pdf">2011</a>) that any exploration at the level of the cell (micro) invariably requires a widening of our gaze to attempt to account for inter-connected subject~worlds (mezzo) and society (macro). Admittedly, however, by adopting a pop-psychology informed perspective, through my flip-flopping between God and nothing, having bulldozed my way through finer points that require more sensitive consideration, in taking a cavalier approach that would reduce any attentive philosopher to tears, I’ve probably veered too far off into transcendentalism for an acceptable post about cognition. <br />
<br />
I'm not really confident enough to declare myself a fully-subscribed and paid-up member of the interpretivist club because I never quite know what's real or constructed (in an ontological sense). Nonetheless, I've clarified (for myself at least) something about enaction’s bold ambitions to link the 'cell to society' (ibid.). But, my ramblings have probably made things all the worse for you though! And no, your eyes did not deceive you; I <i>did</i> actually mention the TV show 'Monkey Magic'! <br />
<br />
<b>References </b><br />
<br />
Aoki, T., Fukuda, J., Ikehiro, K., Watanabe, Y. and Yamazaki, D. 1978. <i>Saiyûki/ Monkey</i> [TV Series]. Tokyo: Nippon Television. <br />
<br />
Bailey, D. 2011. <i>Essence revisited: slipping past the shadows of illusion</i>. Salisbury: Non-Duality Press.<br />
<br />
Balsekar, R. 2007. <i>Does the human being have free will?</i> Mumbai: Zen Publications. <br />
<br />
Cheng'en, W. 1625. <i>The journey to the west</i>. N.p. <br />
<br />
Conscious TV 2011. <i>Darryl Bailey: dismantling the fantasy, interview by Renate McNay</i> [Online]. Available from: <a href="https://www.youtube.com/watch?v=S7IAZ_QMipM">https://www.youtube.com/watch?v=S7IAZ_QMipM</a> [Accessed 9 April 2017]. <br />
<br />
Conway, T. 2007. On neo-advaitin Ramesh Balsekar: Advaita, ethics, authentic & inauthentic sages. <i>Enlightened spirituality</i> [Online]. Available from: <a href="http://www.enlightened-spirituality.org/ramesh_balsekar.html">http://www.enlightened-spirituality.org/ramesh_balsekar.html</a> [Accessed 8 April 2017]. <br />
<br />
Cummins, F. and de Jesus, P. 2016. The loneliness of the enactive cell: towards a bio-enactive framework. <i>Adaptive Behavior</i>, 24(3), pp.149-159.<br />
<br />
Cummins, F. 2016. <i>A simple cell in a Petri dish, observed by a
near-omniscient scientist</i> [Online]. Available from: <a href="http://cspeech.ucd.ie/TatTvamAsi/images/triumvirate.jpg">http://cspeech.ucd.ie/TatTvamAsi/images/triumvirate.jpg</a>.<br />
<br />
Devitt, M. 1997. <i>Realism and truth</i>. 2nd ed. Princeton: Princeton University Press. <br />
<br />
Froese, T. and Di Paolo, E. 2011. The enactive approach: theoretical sketches from cell to society. <i>Pragmatics & Cognition</i>, 19(1), pp.1–36. <br />
<br />
Kukla, A. 2000. <i>Social Constructivism and the philosophy of science</i>. London: Psychology Press. <br />
<br />
Magritte, R. 1937. La reproduction interdite [Painting]. <i>Rene Magritte: biography, paintings, and quotes</i> [Online]. Available from: <a href="http://www.renemagritte.org/not-to-be-reproduced.jsp#prettyPhoto">http://www.renemagritte.org/not-to-be-reproduced.jsp#prettyPhoto</a> [Accessed 6 April 2017]. <br />
<br />
Nietzsche, F. 1882. <i>The gay science: with a prelude of rhymes and an appendix of songs</i>, translated by Kaufmann, W. 1974. New York: Vintage Books. <br />
<br />
O’Regan, J. and Noë, A. 2001. A sensorimotor account of vision and visual consciousness, <i>Behavioral and Brain Sciences</i>, 24(5), pp.939-973. <br />
<br />
<i>Pulp fiction</i> 1994. Directed by Tarantino, Q. [Film]. Burbank: Buena Vista International. <br />
<br />
Sashen, S. 2006. Back away from the enlightened guy… nothing to see here. <i>The anti-guru blog</i>, 9 September [Online]. Available from: <a href="http://sashen.com/blog/13/back-away-from-the-enlightened-guy-nothing-to-see-here/">http://sashen.com/blog/13/back-away-from-the-enlightened-guy-nothing-to-see-here/</a> [Accessed 8 April 20017]. <br />
<br />
von Uexküll, J. 1934. A stroll through the worlds of animals and men: a picture book of invisible worlds <i>IN</i>: Schiller, C. (ed.) and Kuenen, D. 1957. <i>Instinctive behavior: the development of a modern concept</i>. New York: International Universities Press.<br />
<br />
Yu, A. 2006. <i>The monkey and the monk: a revised abridgement of the journey to the west</i>. Chicago: The University of Chicago Press. Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-398117239974416524.post-20165369256403637232017-04-10T20:42:00.001+01:002017-04-12T12:25:54.424+01:00Enaction as a core connective concept: is non-reducible naturalism the way into consensus?<div dir="ltr" style="text-align: left;" trbidi="on">
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<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgkagOPLWhs_tDISUGI9ELhhrUnFUX_VISblNcm0xxWvBYXSvRo8mqwGKttYqCXHEBXcESCsrbkekKusZH8AHsg2qYSC4bIWWmldbhfU1LrPKEJXsW8x9SbySB1XCflljSr6Eswe-vQBJ4/s1600/watercolor.jpg" imageanchor="1" style="clear: left; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img border="0" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgkagOPLWhs_tDISUGI9ELhhrUnFUX_VISblNcm0xxWvBYXSvRo8mqwGKttYqCXHEBXcESCsrbkekKusZH8AHsg2qYSC4bIWWmldbhfU1LrPKEJXsW8x9SbySB1XCflljSr6Eswe-vQBJ4/s320/watercolor.jpg" width="228" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><i>Brian D. Cohen "Strata" watercolor on paper</i></td></tr>
</tbody></table>
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<div class="MsoNoSpacing">
“Naturalism” is the doctrine that all can be explained via
science – in contrast to anti-realism, among other prevailing philosophies of
mind. However, the term “naturalism” has a long history of shifting meanings,
and may or may not be a useful term for the current argument. According to the
SEP, “the term<span style="color: #1a1a1a;"> 'naturalism' has no very precise
meaning in contemporary philosophy.” (Papineu, 2016) <o:p></o:p></span></div>
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<span style="color: #1a1a1a;"><br /></span></div>
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<span style="color: #1a1a1a; mso-bidi-font-family: "Times New Roman"; mso-bidi-font-size: 12.0pt;">Historically, the term was employed by John
Dewey, Ernest Nagel, Sidney Hook and Roy Wood Sellars, who sought to connect
philosophic discourse to what was emerging as so-called “hard science” in the mid
1900s. As the disciplines of physics, biology, sociology, and psychology came
to use more sophisticated “scientific methods”, these thinkers urged that human
experience be situated within the natural world rather than outside it. Believing
that “reality is exhausted by nature, contain[s] nothing “supernatural”, and
that the scientific method should be used to investigate all areas of reality” (Papineu,
2016), the self-identified followers of Naturalism were, essentially,
Naturalists in the old-fashioned meaning of the term. That is, those individuals
who knew the names of biotia, understood weather patterns, and knew their granite
from their basalt. There was a long tradition of “gentleman and lady”
naturalists, those who were stamp collectors of butterflies, beetles, and
pressed flowers; who sought solace in the hyper-organizing stratagem of cataloging
the world via Linnaeus’ taxonomy. Also, Naturalists who were writers, such as Henry
David Thoreau in New England, and John Muir in the western US, were
instrumental in politicizing the landscape in order to drive the public towards
conservation.</span><br />
<a name='more'></a><span style="color: #1a1a1a; mso-bidi-font-family: "Times New Roman"; mso-bidi-font-size: 12.0pt;"> <o:p></o:p></span></div>
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Which brings me to the curious assertion from DeJeagher and
Di Paolo (2007) that the current hot topic in cognitive science to explain cognition
is <i>enaction.</i><span style="color: #1a1a1a;"><o:p></o:p></span></div>
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“Rather than being a set of all
radically novel ideas, the enactive approach is better construed<o:p></o:p></div>
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as a synthesis of some new but
also some old themes. Overall, the enactive perspective is a<o:p></o:p></div>
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kind of non-reductive
naturalism. It sees the properties of living and cognitive systems as<o:p></o:p></div>
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part of a continuum and
consequently advocates a scientific program that explores several<o:p></o:p></div>
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phases along this dimension.” (p.3)<o:p></o:p></div>
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I have traced the idea of Naturalism above (and admitted
that there does not seem to be a consensus among philosophers as to its current
usage), now for the term “reduction.” Reduction is the idea that facts (or
entities) needed to make “true” a certain proposition about an area of
discourse can be superseded – or are <i>pre</i>ceded
– by other facts, and therefore the principle topic is reduced (simplified or
explained only by) other facts or entities e.g.: biology goes to chemistry goes
to physics.<o:p></o:p></div>
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<span style="color: #1a1a1a; mso-bidi-font-family: "Times New Roman"; mso-bidi-font-size: 12.0pt;">So, a non-reductive
naturalism is a construct that links science and the natural world in meaning,
while being a whole in itself – De Jeagher and Di Paolo use the term paradigm.
Enaction is descried with </span>five core ideas that are mutually
supported (as in non-reducible) <i>autonomy</i>, <i>sense-making</i>, <i>embodiment</i>,
<i>emergence</i>, and <i>experience. </i>The
authors introduce enaction in this sense, in order to “…sketch an
enactive account of social understanding that takes the properties of the
interaction process as its point of departure.” (p1) The paper continues with
cogent and coherent arguments to support the basic notion that organisms (and
here they insist that issues for non-human life are equally as relevant as for human
life) exist within social dimensions, and it would behoove the new cognitive
science to embrace such a framework as progress continues for understanding
cognition. <o:p></o:p></div>
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Em-bedded in the world and time;
em-bodied throughout the organisms’ soma—that is, not exclusive to the brain;
emergent through processes of interaction; experienced phenomenologically:
<b>En-active </b>cognition is the connecting paradigm which may set out a way for
disparate disciplines, perspectives and philosophies to engage with the
troubling question, the ultimate human quest for understanding of our own
cognition. Will it work?<o:p></o:p></div>
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<span style="color: #1a1a1a;"><b>References:</b><o:p></o:p></span></div>
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De Jaegher, H and Di Paolo, E. (2007). Participatory Sense-Making: An Enactive
Approach to Social Cognition. <i>Phenomenology and the Cognitive
Sciences</i>, 2007.<o:p></o:p></div>
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<br /></div>
<div style="background: white; margin-bottom: 7.5pt; margin-left: 0in; margin-right: 0in; margin-top: 0in;">
<span style="color: #1a1a1a;">Papineau, David,
"Naturalism",<span class="apple-converted-space"> </span></span><em>The Stanford Encyclopedia of
Philosophy</em><span class="apple-converted-space"><i> </i></span>(Winter 2016
Edition), Edward N. Zalta (ed.), URL = <https://plato.stanford.edu/archives/win2016/entries/naturalism/>.<o:p></o:p></div>
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Katrina Maloneyhttp://www.blogger.com/profile/17522364004154034288noreply@blogger.com1tag:blogger.com,1999:blog-398117239974416524.post-56097224823610841092017-04-07T23:02:00.001+01:002017-04-07T23:02:53.604+01:00Did Anyone Else Forget their Brain?<div class="separator" style="clear: both; text-align: center;">
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When one dives into the fascinating world of enactive cognition, a necessary part of understanding is to leave the brain at the door. It is key to come to terms with the idea that one's brain is not necessarily the seat of their consciousness. The idea that the word "mind" is better off as a verb than a noun is one that took me some time to adapt to. The mind is not something that simply exists inside if the human skull, it arises from doing. Humans are not intelligent because of their grey matter, instead it comes from their ability to act in their environment. Cognition is not something that takes place in the head but rather takes place during the interaction between the human and its environment from which it is inseparable. This is rather blasphemous from the point of view of a neuroscientist. However, with the respective writings of the wide range of authors like McGann, Froese, Di Paolo, De Jesus, Cummins and Barrett, I found this point of view an interesting and satisfying alternative to the way I had been brought through my previous university studies. Coming from a background in neuroscience, my previous professors would constantly discuss the unequivocal evidence that the brain is the source of consciousness and that functional neural imaging can reveal truths about which regions of the brain are in charge of certain aspects of our life. I am sure they would all be distressed that I have found such comfort in the idea that the mind comes about from action in the environment and is not necessarily the result of action potentials being carried through neurons.<br />
<a name='more'></a>So what is the role of the almighty brain in the enactive cognitive perspective now that it has been dethroned? It may be just as important as the role of the kidneys to the enactive cognitivist, however, I do not believe that means it should be left behind and shunned. Perhaps I am too sentimental but I do not want to see the brain left behind in the realm of research. In the enactive tradition of thinking about cognition, the brain should not be the starting point. In my opinion there is nothing wrong with that and, in fact, I believe it allows humanity an interesting chance to re-assess the brain. If it is not the centre of consciousness or the residency of one's mind....then what is it?<br />
Obviously there has been plenty of research regarding the central nervous system and its role in the human body. However, the vast majority of this research has been done under the pretense that the brain and the mind were synonymous. I am not suggesting we go all the way back to thoughts like the ancient Greeks had about the brain being used to cool the blood. Instead humanity can use this as a fantastic opportunity to take a step back and study the human brain without the air of exceptionalism that has been built around it for centuries.<br />
For instance, while reading Louise Barrett's brilliantly titled paper <i><a href="http://cspeech.ucd.ie/Fred/docs/Anthropomorphism.pdf">Why Brains Are Not Computers, Why Behaviorism Is Not Satanism, and Why Dolphins Are Not Aquatic Apes</a> </i>I focused on how she discusses animals that utilize tools and how they are not inherently more intelligent than other animals. Instead, she discusses how these animals are simply better suited to use tools in their respective environments. Reading this paper brought me back to a paper I read in my undergraduate neuroscience studies. In the paper in question, <a href="https://www.ncbi.nlm.nih.gov/pubmed/25926458"><i>The white matter structural network underlying human tool use and tool understanding</i></a>, the authors discuss evidence supporting the notion that it is the coordination of large parts of the central nervous system, not one area of the brain in particular, that helps humans utilize tools. While it would be near impossible to replicate the study on an animal that uses tools (say a crow), I believe a study that replicates the findings of the previously mentioned neuroscience paper in animals would be a large step in reducing the air of human exceptionalism within empirical study. If crows and human beings show the same sort of firing patterns when utilizing tools, that would make the so-called superior human brain that has supposedly created an untold number of unique tools look a bit normal. Humans might be very good at utilizing tools in their environment, but that does not make them the most intelligent creatures on the planet.<br />
While I accept that the brain may not be the almighty golden organ that makes man superior to the rest of the savage animal kingdom, I am not ready to ignore it entirely. Just like the kidneys have an important role to play in the human excretory system, I am sure that the central nervous system has an important role to play. Just not a role that magically creates cognition.....Dillen Maurerhttp://www.blogger.com/profile/17000822745876714532noreply@blogger.com0tag:blogger.com,1999:blog-398117239974416524.post-37506093469043395572017-04-06T09:06:00.001+01:002017-04-06T09:06:16.025+01:00Overcoming Anthropocentrism<div class="separator" style="clear: both; text-align: center;">
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<span style="font-family: "Times New Roman",serif; font-size: 12.0pt; line-height: 107%;">Barrett’s paper, <a href="http://cspeech.ucd.ie/Fred/docs/Anthropomorphism.pdf" target="_blank">Why Brains Are Not Computers, Why Behaviorism Is Not Satanism, and Why Dolphins Are Not Aquatic Apes</a>, presents
the problem of ‘anthropocentrism’.
Anthropocentrism is the tendency, when speaking about cognition, to
compare other species with our own.
Human cognition is always the reference point from which we work. This may seem fair enough as it is the only
point of reference we, as humans, can ever really have. However, it is the inherent value we place in
human cognition above all other forms of cognition that is problematic. We try to understand the cognition of other
animals without understanding or considering their <i>Umwelt</i>, or perhaps with a bias towards our own <i>Umwelt</i>. <i>Umwelt</i>, <a href="http://cspeech.ucd.ie/Fred/docs/vonUexkuell.pdf" target="_blank">as presented by von Uexküll</a>, refers to an organism’s
environment as it is experienced by the organism. <o:p></o:p></span></div>
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<span style="font-family: "Times New Roman",serif; font-size: 12.0pt; line-height: 107%;">von Uexküll states, “all animals, from the simplest to
the most complex, are fitted into their unique worlds with equal
completeness. A simple world corresponds
to a simple animal, a well-articulated world to a complex one.” P.11
Anthropocentrism seems to assume a well-articulated world = a more valuable or <i>real</i> world. In other words, we do not treat every
embodied subject’s experience as carrying equal weight or validity within their
respective environments – even if we grant the existence of non-human embodied
subjects. <o:p></o:p></span></div>
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<span style="font-family: "Times New Roman",serif; font-size: 12.0pt; line-height: 107%;">But can anthropocentrism really be overcome? How can we ever escape our own perspective
and experience of the world enough to truly understand the embodied experiences
of other animals? In other words, if all
animals ‘are fitted into their unique worlds’, how is empathy possible when
speaking of other species? Again, even
if we grant the existence of non-human embodied subjects, how do we relate
through embodiment when bodies are so diverse and varied?<o:p></o:p></span></div>
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<span style="font-family: "Times New Roman",serif; font-size: 12.0pt; line-height: 107%;">In her chapter, <a href="https://elearning.ucd.ie/bbcswebdav/pid-1284760-dt-content-rid-5314538_1/courses/PHIL41230/Painter%20Husserl%20%26%20Stein%20on%20animal%20psyche.pdf" target="_blank">Appropriating the Philosophies of Edmund Husserl and Edith Stein: Animal Psyche, Empathy, and Moral Subjectivity</a>, Painter argues we can empathize with
animals because they are also unified and complete psychic-material
beings. Unlike inanimate objects, bodies
are expressive and meaningful. They provide
us with a general knowledge of the other.
We will never know exactly what it is like to be a dolphin, for example
(otherwise we would be dolphins), but it is still possible to classify dolphins
as embodied subjects who have experiences. <o:p></o:p></span></div>
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<span style="font-family: "Times New Roman",serif; font-size: 12.0pt; line-height: 107%;">Do we attribute this classification on the basis of
similar physical structures of embodiment?
Do we automatically empathize with mammals more than reptiles, for
example? According to von Uexküll, even
the experience of time and space may differ drastically between species and
their <i>Umwelten</i>. Pp. 13-31 Without a shared world with shared laws,
empathy seems like an impossible feat.
Yet, von Uexküll claims, “The first task of <i>Umwelt</i> research is to identify each animal’s perceptual cues among
all the stimuli in its environment and to build up the animal’s specific world
with them.” P. 13 This suggests we may gain access to an animal’s <i>Umwelt</i> (subjective experience) if we can
identify what it experiences as meaningful in its environment. <o:p></o:p></span></div>
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<span style="font-family: "Times New Roman",serif; font-size: 12.0pt; line-height: 107%;">Perceptual cues cannot be grasped without movement and
action. We must understand perceptual cues
in the context of the projects towards which the animal is directed. Rather than pointing to similarities in
bodily structure or makeup, perhaps we must consider similarities in the
projects or actions towards which embodiment is directed in various environments
in order to gain a clearer understanding of empathy and overcome
anthropocentrism.<o:p></o:p></span></div>
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<span style="font-family: "Times New Roman",serif; font-size: 12.0pt; line-height: 107%;">For example, humans and dolphins both experience
eating, mating, moving, and playing. We
both have bodies perfectly adapted to our unique <i>Umwelten</i>. Our embodiment is
directed towards and situated in our respective environments. In this way, bodies are expressive and
meaningful because of what they <i>do</i> or
how they <i>act</i> in the world – not
necessarily because of how they are structured or their material composition. Rather, their material composition must be
viewed as evolving to enable their actions or projects in their respective <i>Umwelten</i>. Therefore, anthropocentrism might be overcome
if we consider the actions various bodies facilitate in diverse environments without
prioritizing certain actions over others.
<o:p></o:p></span></div>
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<span style="font-family: "Times New Roman",serif; font-size: 12.0pt; line-height: 107%;">References:<o:p></o:p></span></div>
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<span style="font-family: "Times New Roman",serif; font-size: 12.0pt; line-height: 107%;">Barrett, L. (2016) “Why Brains Are Not Computers, Why
Behaviorism Is Not Satanism, and Why Dolphins Are Not Aquatic Apes”, <i>The Behavior Analyst</i>, 39 (1), pp. 9-23.<o:p></o:p></span></div>
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<span style="font-family: "Times New Roman",serif; font-size: 12.0pt; line-height: 107%;"><br /></span></div>
<div class="MsoNormal">
<span style="font-family: "Times New Roman",serif; font-size: 12.0pt; line-height: 107%;">von Uexküll, J. (1934) “A stroll through the worlds of
animals and men: A picture book of invisible worlds”, In <i>Instinctive
Behavior: The Development of a Modern Concept</i>, translated and edited by Claire
H. Schiller, 8-80. Ney York: International Universities Press, Inc, 1957.</span></div>
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<br />
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<span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: EN-IE;">Painter,
Corinne M. “Appropriating the
Philosophies of Edmund Husserl and Edith Stein:
Animal Psyche, Emapthy, and Moral Subjectivity.” In <i>Phenomenology and the Non-Human Animal</i>, edited by C. Painter and C.
Lotz, 97-115. The Netherlands: Springer, 2007.<o:p></o:p></span></div>
Anonymoushttp://www.blogger.com/profile/13055891906413809447noreply@blogger.com0tag:blogger.com,1999:blog-398117239974416524.post-82598725983323728692017-04-05T01:22:00.000+01:002017-04-05T01:26:38.797+01:00Of Embodiment, Robots and Nightmares…<div class="separator" style="clear: both; text-align: center;">
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Robots are here to stay, whether we like it or not, they have been slowly crawling into the militia, factories, schools and even our homes during the last decade. And it is fascinating how the insights of new approaches to cognition have greatly influenced these intriguing mechanical creatures.</div>
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As described by Louise Barret (2016) the famous 4E cognition approach —cognition as embodied, embedded, extended and enacted— has radically changed the job description of the brain. Brains are no longer “representational”, now they can be viewed as “performative”. Meaning that it is not longer their job to model the world, but to guide and control action in a dynamic and unpredictable world. This greatly lightens the load of brains, even if they are made of silicon and some metallic alloy.</div>
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In a similar fashion, Rolf Pfeifer (2007) states that if it is properly applied, embodiment can lead to surprising insights. For instance, instead of making the “brain” of the robot —or microprocessor— responsible for controlling the movement of all the limbs and joints, an embodied perspective distributes control and processing to all aspects of the agents (its central nervous system, the material properties of its musculoskeletal system, the sensor morphology and the interaction with the environment).</div>
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The old approach usually yields robots that are clumsy and energy inefficient. The new paradigm, however, is allowing robots to better cope with the changeable environments they encounter. As cited in Barret (2016), Rodney Brooks demonstrated —inspired by the enaction approach to cognition— that flexible, intelligent behaviour does not require a representation-heavy computational model to achieve. In fact, Brooks invented Roomba, a robot that shows that it is not necessary to go to the expense of representing the world when the world itself already contains all the information needed.</div>
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Robots are no longer limited to a static environment in a mundane factory, now they are out in the wild. The following videos pretend to show some examples of robots that attempt to adapt to their environment.</div>
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Roomba, the hoovering robot that relinquished having a full representation of the world.</div>
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Cassie —the human-ostrich bipedal robot— and SpotMini —the dog-like robot— show that the morphology and material properties can truly lighten the load of the “brain” and make the movement feel more natural.</div>
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And last but not least, Handle a robot that if fails to show that it can adapt to the environment by alternating between wheels and legs, at least it will succeed in inducing you some nightmares.</div>
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<b>References:</b></div>
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<span style="font-family: inherit;">Barret, L. (2016). <i>Why Brains Are Not Computers, Why Behaviorism Is Not Satanism, and Why Dolphins Are Not Aquatic Apes. </i><span style="background-color: #fcfcfc; color: #333333; letter-spacing: 0.23800000548362732px;">BEHAV ANALYST 39: 9-23.</span></span></div>
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<span style="background-color: #fcfcfc; color: #333333;"><span style="font-family: inherit;"><span style="letter-spacing: 0.23800000548362732px;">Pfeifer, R. (2007). </span></span><span style="letter-spacing: 0.23800000548362732px;"><i>Self-Organization, Embodiment, and Biologically Inspired Robotics. </i>Science 318, 1088.</span><span style="font-family: inherit;"><span style="letter-spacing: 0.23800000548362732px;"> </span></span></span></div>
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Anonymoushttp://www.blogger.com/profile/09988437129315111460noreply@blogger.com0tag:blogger.com,1999:blog-398117239974416524.post-16272640757791388622017-04-04T11:32:00.001+01:002017-04-04T14:43:30.903+01:00A Continuing Plea for Phenomenology<div class="separator" style="clear: both; text-align: center;">
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Bio-enaction provides us with a compelling picture of how the body plays an inextricable role in subjecthood. Cummins and de Jesus, in their paper "<a href="http://cspeech.ucd.ie/Fred/docs/PublishedCumminsDeJesus2016.pdf">The loneliness of the enactive cell: Towards a bio-enactive framework</a>" staunchly maintain, as one of their central claims of bio-enactivity, "that cognition, or mentality, including subjective phenomenology, is not a uniquely human trait but rather something which exists across the phylogenetic scale" (6). There are many merits to the bio-enactive model, such as the proposition that each organism possesses a distinct, corporeally-driven value-ridden view of the world (in short, a milieu). However, it seems that in its effort to give full credit to this idea of various milieus as a result of distinct subjects, bio-enaction places itself in deep, almost impressive, denial of a great deal of phenomenology (despite its saying otherwise), and this is problematic for a great many reasons.</div>
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Phenomenology is a philosophy that uses as its method of inquiry our very experience, and as such it has a great deal of weight to bear on cognitive science, especially now that cognitive science has come to see the inextricable importance of perspective. The best phenomenology cannot get away without speaking of cognition, for it is a deeply entrenched part of our experience. Similarly, cognition cannot and should not get away without reference to phenomenology, because otherwise it is characterising something that does not exist.<br />
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In his essay "<a href="http://www.jstor.org.ucd.idm.oclc.org/stable/pdf/20127345.pdf">The Person: Subject and Community,</a>" Karol Wojtyla gives a phenomenological account of the person and the person's deeply social nature. As a phenomenologist and a personalist, Wojtyla focuses upon not just man's behaviour, but the experience of behaving socially. For Cummins and de Jesus (as well as for Merleau-Ponty), we are primordially intersubjective by merit of our bodies. Wojtyla would not disagree with this, and he furthermore agrees with the claim that each organism is a subject. However, for Wojtyla the point of interest is "not only that people do exist and act together as a plurality of personal subjects, but also that we are not able to say anything essential about this coexistence and cooperation in the personalistic sense, that is, by way of community, if we do not begin with man precisely as a personal subject" (Wojtyla 289). Wojtyla points out here that the insights of phenomenology are not merely comforting fluff, but substantial insight, crucial to any model of intersubjectivity.<br />
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Without the insights of phenomenology, we will always fall short in our characterisation of intersubjectivity. There is a level of intersubjectivity that we can characterise without phenomenology, the intersubjectivity that the sociality of the body offers, but it remains in denial of our experiences of deeper phenomena, such as alienation, participation, and love. Such phenomena are not without cognition, and thus should not be ignored by cognitive science just because it deems them too human.Mary Joan Stevensonhttp://www.blogger.com/profile/03395691587784331236noreply@blogger.com1tag:blogger.com,1999:blog-398117239974416524.post-67789898062473328642017-04-02T23:38:00.000+01:002017-04-05T19:28:57.393+01:00Perceiving how robot Bob’s brain and body act<table cellpadding="0" cellspacing="0" class="tr-caption-container" style="float: left; margin-right: 1em; text-align: left;"><tbody>
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<span style="font-size: small;">I partially accredit my burgeoning interests in areas of robotics and human-computer-interaction to the portion of youth I briefly (mis)spent identifying myself as a science fiction fan. I’m not intending to disparage fans of science fiction, rather, I’m merely pointing out that I never fully committed myself to being a particularly dedicated fan. I still, nonetheless, unashamedly count Ridley Scott’s <i>Blade Runner</i> (1982) and <i>Her</i> by Spike Jonze (2013) among my favourite films. </span><br />
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In light of my interests, <span style="font-size: small;">I’d like to indulge what remains of my inner science fiction nerd by proposing ‘Bob’: an imaginary human-like robot. Bob is already seemingly capable of handling natural language, but we want to give him additional human-like characteristics. As a literary device, Bob inspires my naive musings about some relevant areas of robotics, embodiment and the sensorimotor correspondence theory of visual perception/ actionism. So, assuming Bob can somehow ‘talk the talk’, how might we help him to ‘walk the walk’? </span><br />
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<span style="font-size: small;"><span style="font-family: inherit;">In his lecture on embodiment and robotics, Rolf Pfeifer (eSMCs, <a href="https://vimeo.com/28811223">2012</a>) distinguishes between design considerations appropriate to building robots capable of operating in ‘controlled’ or ‘artificial’ environments (like automated car manufacturing) and those pertinent to the creation of ‘soft machines’ which might operate in our ‘human’ worlds. Despite my nerdish enthusiasm for sharing our world with ‘soft machines’, as Pfeifer notes, engineering even the most seemingly mundane of human behaviours can prove difficult for roboticists to master. </span></span><br />
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<span style="font-size: small;"><span style="font-family: inherit;">Early successes in artificial intelligence were somewhat hampered by an assumption that, prior to its release into ‘the wild’, a robot’s ‘brain’ would need extensive programming to prepare it for responding to every conceivable environmental encounter. Yet, the lived-human-experience of our inherently complicated, mutable and uncertain world raises serious questions about whether or not such exhaustive preprograming, seemingly required for robots to cope in complex and emergent environmental conditions, is actually achievable or even necessary. </span></span><br />
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<span style="font-size: small;"><span style="font-family: inherit;">Carrying around a programmed representation of ‘everything’ would require Bob, our robot, to have an impossibly big ‘brain’ and, presumably then, a suitably large head for him to hold it in! Throughout the course of acquiring worldly experience, in addition to managing and controlling his speech, language, senses and movements, Bob’s already brimming robot brain would continually be adding to his internal model. Poor Bob’s brain might slow to a crawl while trawling billions of lines of code to find and return an appropriately modelled response to anything he comes across. As a result, Bob won’t fit in well with ‘real humans’ or cope with unpredictable scenarios. </span></span><br />
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<span style="font-size: small;"><span style="font-family: inherit;">Unfortunately Bob’s oversized head would also locate him firmly within Masahiro Mori’s (1970) <i>Uncanny Valley</i>. It seems we humans are deeply perceptive of, and attuned to sensing, subtleties in the movement, behaviour and appearance of other humans (especially with respect to the face). Mori hypothesised that the more human-like a robot becomes, the more critical we are whenever it fails to fully conform to our exacting expectations for its appearance and behaviour. Many people find markedly life-like robots and ‘virtual’ humans repellent (Tinwell, 2015) – see Rob Schwarz’s (<a href="http://www.strangerdimensions.com/2013/11/25/10-creepy-examples-uncanny-valley/">2013</a>) blog-post for some notable examples of freakish ‘humanoids’. If Bob’s not going to terrify people, it seems then that he ought to look and act like a person. </span></span><br />
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<span style="font-size: small;"><span style="font-family: inherit;">Pfeifer’s fascinating descriptions of the richness and complexity of movement, requiring little-to-no ‘control’, made possible by exploiting subtle augmentations of physical materials, highlight ways of offloading cognitive processes (previously attributed exclusively to the mind/ brain) to other parts of the body. The deceptively obvious implication here being that legs might comprise things which ensure they bear more responsibility for the act of walking than was previously assumed i.e. their movements involve more than just a brain ‘controlling’ body parts (Br<span style="font-family: inherit;">ooks, <a href="https://rodneybrooks.com/what-is-it-like-to-be-a-robot/">2017</a>)</span>. </span></span><br />
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<span style="font-size: small;"><span style="font-family: inherit;">Relating these ideas back to Bob, we could purposefully redesign his limbs to enable movements in ways that require minimal intervention from his brain. Understanding bodily configuration as having a far greater role in the production of movement is one of many challenges to assumptions which place mind/ brains between stimulus and response. But, can we extend these ideas to identify other candidates for such cognitive offloading? </span></span><br />
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<span style="font-size: small;"><span style="font-family: inherit;">One possible means to increasing Bob’s chances of acceptance, by decreasing his oversized head, is to reduce his ‘brain-load’ to a minimal set of simplified rules for living. I’m thinking beyond the morass of morals and ethics associated with systems of rules like Isaac Asimov’s (1942) <i>Three Laws of Robotics</i>—see Roger Clake's (<a href="http://www.rogerclarke.com/SOS/Asimov.html">1994</a>) excellent discussion of Asimov's laws. Yonatan Zunger (<a href="https://medium.com/@yonatanzunger/asimov-s-three-laws-and-human-morality-12522d7546e4">2015</a>) explains how such rules are ‘reasonable if your robots are mechanical tools, but less so if they are thinking beings’. So, just as we did for language, let’s pretend we’ve somehow successfully managed to make a morally robust and ethically sound Bob whist keeping him as autonomous and ‘free’ as possible. There are additional insights which link perception and action(ism) that may also help us to further streamline Bob’s suppositious ‘mentalese’ (Pinker, 1994). </span></span><br />
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<li><span style="font-size: small;"><span style="font-family: inherit;">A robot may not injure a human being or, through inaction, allow a human being to come to harm. </span></span></li>
<li><span style="font-size: small;"><span style="font-family: inherit;">A robot must obey the orders given it by human beings, except where such orders would conflict with the First Law.</span></span></li>
<li><span style="font-size: small;"><span style="font-family: inherit;">A robot must protect its own existence as long as such protection does not conflict with the First or Second Law (Asimov, 1942). </span></span></li>
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<span style="font-size: small;"><span style="font-family: inherit;">According to O’Regan and Noë's </span></span><span style="font-size: small;"><span style="font-family: inherit;"><span style="font-size: small;">sensorimotor correspondence theory of visual perception</span> (2001), what distinguishes our experience of one sense from another are differences in ‘the structure of the rules that govern perception’ for each of our sensory modalities (p.940). These structures, termed ‘sensorimotor contingencies’, refer to ‘the regularities in how sensory stimulation depends on the activity of the perceiver’ (Degenaar and O’Regan, <a href="http://www.scholarpedia.org/article/Sensorimotor_theory_of_consciousness">2015</a>, p.49). For example, vision purportedly involves sensorimotor contingencies that are fixed by both the ‘visual apparatus’ and by ‘the way objects occupy three-dimensional space and present themselves to the eye’ (p.946). We ‘exercise’ (p.943) practical knowledge of the rules governing the sensorimotor contingencies pertinent to vision as we actively ‘probe’ the world we see around us (p.946). Thus, vision becomes recast as the ‘activity of exploring the environment in ways mediated by [our] knowledge’ of the sensorimotor contingencies (op. cit.) appropriate to visual perception. Rather than building ‘magical’ (ibid.), internal, pictorial representations, the outside world acts as an ‘external memory store’ (p.950). Furthermore, ‘For a creature (or a machine for that matter) to possess visual awareness, what is required is that, in addition to exercising the mastery of the relevant sensorimotor contingencies, it must make use of this exercise for the purposes of thought and planning’ (p.944). Therefore, ‘visual experience only occurs when there is the potential for action’ (p.949)<span style="font-family: inherit;">. </span></span></span><br />
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<span style="font-size: small;"><span style="font-family: inherit;">Perhaps the work of <span style="font-family: inherit;">a</span>nother of my personal favourites,<span style="font-family: inherit;"> </span>film director Michel Gondry, can provide for a more concrete example. Describing influences on his distinctive visual style, Gondry recalls how, as a child, he often lay in bed with his hands placed either side of his eyes (Bangs, 2003). The close proximity of his hands to his face made them appear huge. Various objects around his bedroom, being farther away, would appear to be dwarfed by his gigantic hands. Moving his hands and face around the room, Gondry would imagine himself capable of grasping the tiny (distant) objects with his oversized hands. We could argue that, Gondry has since learned rules that govern the sensorimotor contingences relevant to his visual perception. He applies those rules to distinguish small objects from far away ones. <br /> </span></span><br />
<span style="font-size: small;"><span style="font-family: inherit;">An explanation that relies on internal representations would require Gondry to hold a pictorial, three-dimensional, model for his environment (i.e. his hands, his room and its contents). Gondry’s brain would compare his internal model for how the objects in his room ‘truely’ are, with the (impoverished) visual information presented to his eyeballs. His brain would then create a new ‘corrected’ model, derived from the comparison, so that he can comprehend the ‘illusion’ of faraway objects appearing small. The correction process would be on-going, constantly occurring as he redirects his gaze </span></span><span style="font-size: small;"><span style="font-family: inherit;"><span style="font-size: small;"><span style="font-family: inherit;">(O’Regan and<span style="font-family: inherit;"> </span>Noë<span style="font-family: inherit;">, </span>2001</span></span>). <br /> </span></span><br />
<span style="font-size: small;"><span style="font-family: inherit;">Programming Bob with a rule that far away things merely<i> appear </i>small, and with ways of implementing the rule, seems much less demanding of his resources than having him tend to internal representations<span style="font-family: inherit;">.<span style="font-family: inherit;"> </span>So,<span style="font-family: inherit;"> s</span></span>upposing Bob can act upon his thoughts and plans, it seems useful for us to provide him with rules for the sensorimotor contingencies applicable to his senses. Offloading some of the workload necessary for Bob to engage and act upon his senses to bits of his body further alleviates some problems associated with internal representations (and big heads!). Once again we’ve saved Bob some ‘head-space’ by filling his already downsized brain with rules rather than models.<span style="font-family: inherit;"> </span><br /> </span></span><br />
<span style="font-size: small;"><span style="font-family: inherit;"><span style="font-family: inherit;">By <span style="font-family: inherit;">o</span></span>verly concerning myself with <span style="font-family: inherit;">'</span>programming' Bob’s robot<span style="font-family: inherit;"> '</span>brain'<span style="font-family: inherit;">, <span style="font-family: inherit;">I may </span></span>be unwittingly lendi<span style="font-family: inherit;">ng<span style="font-family: inherit;"> </span></span>my support to the very (anthropomorphic, anthropocentric, psycholo<span style="font-family: inherit;">gical</span> and computational) models <span style="font-family: inherit;">for</span> mind/ brains that<span style="font-family: inherit;"> more contemporary<span style="font-family: inherit;"> understandings </span>within </span>cognitive science seek to challenge. In my defence however, as I mentioned from the outset, I never intended for Bob to be realised. Bob is a kind of thought experiment, useful to facilitating my explorations of <span style="font-family: inherit;">certain aspects of </span>cognitive science. I’m hopeful that Bob has helped me to at least acknowledge bodies, environments and brains as actors in the ‘orchestration’ of cognitive processes. </span></span><br />
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<span style="font-size: small;"><span style="font-family: inherit;">Knowing how I rarely have answers, only more questions, perhaps it’s best to quietly put Bob back in his box (and maybe me with him). Don’t be alarmed, if Bob’s not sentient, he won’t really notice. <br /> </span></span><br />
<span style="font-size: small;"><span style="font-family: inherit;"><b>References</b><br /> </span></span><br />
<span style="font-size: small;"><span style="font-family: inherit;">Asimov, I. 1942. Runaround <i>IN</i>: Campbell, J. (ed.) <i>Astounding science fiction</i>, 29(1). New York: Street & Smith Publications, Inc., pp.94-103.<span style="font-family: inherit;"> </span></span></span><br />
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<span style="font-size: small;"><span style="font-family: inherit;">Bangs, L. 2003. <i>Director<span style="font-family: inherit;">'</span>s series, Vol. 3 - The work of director Michel Gondry</i> [DVD]. New York: Palm Pictures.</span></span><br />
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<span style="font-size: small;"><span style="font-family: inherit;">Brooks, R. 2017. What is it like to be a robot? <i>Robots, <span style="font-family: inherit;">AI</span>, and other stuff: essays</i>, 18 March [Online]. Available from:<a href="https://rodneybrooks.com/what-is-it-like-to-be-a-robot/"> https://rodneybrooks.com/what-is-it-like-to-be-a-robot/</a> [Accessed 30 March 2017]. </span></span><br />
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<span style="font-size: small;"><span style="font-family: inherit;">Clarke, R. 1994. <i>Asimov’s Laws of robotics: implications for information technology</i> [Online]. Available from: <a href="http://www.rogerclarke.com/SOS/Asimov.html">http://www.rogerclarke.com/SOS/Asimov.html</a> [Accessed 22 March 2017].<span style="font-family: inherit;"> </span></span></span><br />
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<span style="font-size: small;"><span style="font-family: inherit;">Degenaar, J. and O’Regan, J. 2015. Sensorimotor theory of consciousness. <i>Scholarpedia</i>, 10(5), pp.49-52 [Online]. Available from: <a href="http://www.scholarpedia.org/article/Sensorimotor_theory_of_consciousness">http://www.scholarpedia.org/article/Sensorimotor_theory_of_consciousness</a> [Accessed 28 March 2017].<span style="font-family: inherit;"> </span></span></span><br />
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<span style="font-size: small;"><span style="font-family: inherit;">eSMCs 2012. <i>Rolf Pfeifer: on the role of embodiment in the emergence of cognition</i> [Online]. Available from: <a href="https://vimeo.com/28811223">https://vimeo.com/28811223</a> [Accessed 4 March 2017]. <br /> </span></span><br />
<span style="font-size: small;"><span style="font-family: inherit;">Jonze, S. 2013. <i>Her</i> [Film]. Los Angeles: Annapurna Pictures. <br /> </span></span><br />
<span style="font-size: small;"><span style="font-family: inherit;">Kuloser 2013. <i>Human, robot, face</i> [Online]. Available from: <a href="https://pixabay.com/en/humanoid-robot-face-1477614/">https://pixabay.com/en/humanoid-robot-face-1477614/</a> [Accessed 22 March 2017]. <br /> </span></span><br />
<span style="font-size: small;"><span style="font-family: inherit;">Mori, M. 1970. The uncanny valley, translated by MacDorman K. and Kageki, N. 2012, <i>IEEE Robotics and Automation</i>, 19(2), pp.98–100. <br /> </span></span><br />
<span style="font-size: small;"><span style="font-family: inherit;">Pinker, S. 1994. <i>The language instinct: how the mind creates language</i>. New York: William Morrow and Company<span style="font-family: inherit;">. </span></span></span><br />
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<span style="font-size: small;"><span style="font-family: inherit;"><span style="font-size: small;"><span style="font-family: inherit;">O’Regan,
J. and Noë, A. 2001. A sensorimotor account of vision and visual
consciousness. <i>Behavioral and brain sciences</i>, 24(5), pp.939-973.</span></span><span style="font-family: inherit;"> </span></span></span><br />
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<span style="font-size: small;"><span style="font-family: inherit;">Schwarz, R. 2013. 10 creepy examples of the uncanny valley. <i>Stranger dimensions</i>, 25 November [Online]. Available from: <a href="http://www.strangerdimensions.com/2013/11/25/10-creepy-examples-uncanny-valley/">http://www.strangerdimensions.com/2013/11/25/10-creepy-examples-uncanny-valley/</a> [Accessed 25 March 2017]. <br /> </span></span><br />
<span style="font-size: small;"><span style="font-family: inherit;">Scott, R. 1982. <i>Blade runner</i> [Film]. Burbank: Warner Bros. <br /> </span></span><br />
<span style="font-size: small;"><span style="font-family: inherit;">Tinwell, A. 2015. <i>The uncanny valley in games and animation</i>. Florida: CRC Press. <br /> </span></span><br />
<span style="font-size: small;"><span style="font-family: inherit;">Zunger, Y. 2015. Asimov’s ‘Three Laws’ and human morality: How the six possible orderings reflect on our moral senses. <i>Science. Politics. Economics. Ethics</i>, 7 December 2015 [Online]. Available from: <a href="https://medium.com/@yonatanzunger/asimov-s-three-laws-and-human-morality-12522d7546e4">https://medium.com/@yonatanzunger/asimov-s-three-laws-and-human-morality-12522d7546e4 </a>[Accessed 22 March 2017].</span></span>Unknownnoreply@blogger.com2tag:blogger.com,1999:blog-398117239974416524.post-43424442404114266462017-03-28T23:25:00.000+01:002017-03-28T23:25:18.208+01:00Thinking outside of four dimensions<div class="separator" style="clear: both; text-align: center;">
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<span style="font-family: "arial" , "helvetica" , sans-serif;"> In Jakob Von Uexkull's paper entitled <a href="http://cspeech.ucd.ie/Fred/docs/vonUexkuell.pdf"><i>Instinctive Behavior</i></a> he proposes the fascinating idea of organisms residing in their own "umwelt." While this may be the German word for environment, Von Uexkull gives the word entirely new meaning. In his paper, an "umwelt" is not simply an environment. Instead, it is every possible way an organism can sense the world. This applies to the simplest and most complex organisms in the universe. Von Uexkull gives an in depth description of a female tick's "umwelt" at the beginning of his paper to get the reader acquainted with the idea of a simple "umwelt" with only three sensory modalities. This can be expanded indefinitely to organisms with many more sensory modalities. For instance, humans would have a much richer "umwelt" than that of the tick. While the tick only has the capability of smelling the single chemical composition of butyric acid, humans have approximately 400 olfactory receptors each of which can register multiple smell molecules. Without even leaving the realm of smell, the human has a considerably more stimulating "umwelt."</span><br />
<a name='more'></a><span style="font-family: "arial" , "helvetica" , sans-serif;"> I personally find Von Uexkull's ideas extraordinary and I think they can be used for so much more. Which is why I am about to throw caution to the wind and jump headfirst into the real world of cognitive science with some musings of my own based upon the ideas Von Uexkull put forth all those years ago. </span><br />
<span style="font-family: "arial" , "helvetica" , sans-serif;"> Von Uexkull claims that each organism lives in its own world defined solely by its "umwelt" but that all these organisms clearly occupy the same physical world. In my eyes this can best be explained by using the idea of dimensions. This is straying away slightly from the idea of the four basic physical dimensions we experience in this world. Instead, I would like to propose every sensory modality as a perceptual dimension. For instance, trichromatic colour vision in humans can provide us with a dimension. However, those who are colour blind and see in only dichromatic colour vision would not share this dimension of existence just as a single point cannot share the same dimensionality as a line. Every organism exists within the same multidimensional universe, however, every organism experiences this universe differently dependent entirely upon which dimensions they are capable of perceiving. Honey bees perceive the dimension of ultraviolet light while snakes percieve the dimension of infrared information. The number of dimensions in this universe is limited only upon the powers of evolution. </span><br />
<span style="font-family: "arial" , "helvetica" , sans-serif;"> An important point is that when organisms share occupancy of a single dimension or more, this allows them to better communicate. It would be very difficult to attempt any sort of communication with a tick as a human because they share very little of our dimensionality. However, conversing with another human is fairly simple because we share much the same dimensionality. We can hear the same basic range of sounds and see the same colours in the visual light spectrum. It is because of this shared dimensionality that humans created languages with which to communicate. If we did not share the same dimension of sensing sounds between approximately 20 to 20000hz then spoken language would have never developed. Deaf people, who do not share this common dimension of hearing, have greater difficulty communicating with the rest of their human comrades because they do not share the same views of the universe. It is the shared dimensions that we occupy that make humans such social creatures. Without the shared perception of this multidimensional universe there would be no hope of communication among organisms.</span><br />
<span style="font-family: "arial" , "helvetica" , sans-serif;"> The four physical dimensions of the universe we know are grand and all, but I say we add on a whole lot more in the form of perceptual dimensions. I'm sure the physicists won't mind....</span>Dillen Maurerhttp://www.blogger.com/profile/17000822745876714532noreply@blogger.com0tag:blogger.com,1999:blog-398117239974416524.post-38078903492228503032017-03-23T01:20:00.000+00:002017-04-05T19:31:19.546+01:00A bereaved dog owner's attempt at embodied empathy<div class="separator" style="clear: both; text-align: center;">
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<span style="font-size: small;">In some strange way, although very sad, it seems somewhat apt that my dog Dusty (inset image) was ‘put to sleep’ on the same morning I was scheduled to attend our discussion session on Jacob von Uexküll’s (<a href="http://cspeech.ucd.ie/Fred/docs/vonUexkuell.pdf">1937</a>) <i>Umwelt</i> Theory. Dusty was my dear and close companion for over 11 years and I miss him terribly. Relaying Dusty’s passing to Gary, another of my best (human) friends who also experienced the recent loss of his dog (Shadow), I recalled Louise Barrett’s (<a href="http://link.springer.com/article/10.1007/s40614-015-0047-0">2016</a>) assertion that ‘animals in different ecological niches, with different bodies, and different nervous systems solve the problems they face in unique ways’ (p.11). I also remembered my colleague <a href="https://www.blogger.com/profile/0339569158778433123">Mary Joan’s</a> response, who asked: if this assertion is correct, how can we follow Barrett’s argument to account for our feelings of empathy towards other animals? </span><br />
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<span style="font-size: small;">Bringing these things together, with Dusty and Shadow’s passing providing concrete grounds for the cultivation of empathy between my friend Gary and I, I’d like to briefly explore the possibilities for an embodied account of empathy. I’m hopeful my approach illustrates something about the radical ambitions of <i>Embodiment</i> and the challenges it faces. Perhaps my doing so may also ease our shared burden of grief a little. </span><br />
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<span style="font-size: small;">Cognitive science invariably encompasses some fields of study (most notably certain aspects of psychology and the early work on artificial intelligence) that expound a computational or representation-heavy view of cognition. As such, it inherits something of a legacy of fascination with the stuff-of-the-mind and with those who use it – or <i>res cogitans</i> (Descartes, 1641). These views typically deem the activities of the mind/ brain as independent of the body and its environment. Also, the mind/ brain is taken to act as a mediator for human experience and action via mental processes. Adding to this legacy is behaviourism’s ambition to be free from the seemingly messy, unreasonable and irrational character of human emotion (Lakomski, <a href="https://www.semanticscholar.org/paper/Cognition-versus-Emotion-Revising-the-Rationalist-Lakomski/7e28f6296c8175b0b75dbe2d7d775cbbebaab858">2008</a>).</span><span style="font-size: small;"> </span><br />
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<span style="font-size: small;">It should come as no great surprise then how some treatments of the affective domain are relatively scant among earlier, more ‘traditional’, accounts of cognition. As Barrett notes, on such accounts ‘The brain alone is what matters, because it is the brain alone that takes inputs, processes information, computes outputs, and so generates the mind’ (p.12). So, where might empathy fit in? </span><br />
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<span style="font-size: small;">An article by Elisa Aaltola (<a href="https://link.springer.com/article/10.1007/s11245-013-9205-8">2014</a>) proves helpful here who, in seeking an account of empathy that serves as a suitable basis for the formation of moral agency, presents a few common flavours of empathy worth recalling. </span><br />
<span style="font-size: small;"><br /></span>
<span style="font-size: small;"><i>Cognitive empathy</i> concerns deploying representations of other peoples’ mental states. For example, when I see Gary’s face sink as I recount my memories of Dusty I ‘instantly perceive or infer’ that he’s sad (p.245). Importantly here, in a rather detached way, I’m not sharing Gary’s feelings of sadness, but simply recognising that he seems sad. </span><br />
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<span style="font-size: small;"><i>Affective empathy</i> involves harmonising my feelings with Gary’s emotional state. Here Gary’s sad emotional response ‘resonates’ with me in a powerful and vivid way, it ‘reverberates’ within me almost as if his sad feelings were actually my own (Ibid.). However, as much as Gary’s emotions resonate with me, they’re not directly mine and invariably their affects cannot be such that I could claim to be feeling exactly what Gary is feeling. </span><br />
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<span style="font-size: small;"><i>Projective empathy</i> combines cognitive and affective aspects and holds that ‘inference leads to an affective dimension, with the help of imagination’. Staying with our previous example, here I simulate Gary’s feelings of sadness by imagining what he’s experiencing and by projecting my narrative onto him in an attempt to understand his ‘inner life’ (Aaltola, 2014, p.246). </span><br />
<blockquote class="tr_bq">
<span style="font-size: small;">‘Thus, the three relevant definitions that emerge for empathy are perception/inference, resonance, or simulation. Cognitive empathy enables us to directly perceive or infer the mental states of others, whereas affective empathy allows one to resonate with those mental states, and projective empathy invites us to simulate the states in question’ (Ibid.). </span></blockquote>
<span style="font-size: small;">All of this seems to make reasonable sense until we appreciate how embodiment proposes to recast the relationship between the subject, the object, the brain, the body and the environment via a re-imagining of their role in cognition and in ways that oppose an over-reliance on internal representations. From this perspective the brain is posited as ‘one part of a complex dynamically-coupled system: the brain is always brain embedded in a body, embedded in an environment, and it is the complex of all three that constitutes the cognitive system’ (Barrett, 2016, p.15). Proponents of embodied cognition posit our propensity for social interaction as predicated upon our on-going perceptual experience. We respond in a given (situational) context by engaging such ‘perceptual capacities [...] as facial imitation, detecting and tracking eye movement, detecting intention behavior, and reading emotions from actions and expressive movements of others’ (de Bruin, Strijbos and Slors, <a href="https://link.springer.com/article/10.1007/s11245-013-92">2014</a>, p.175). </span><br />
<br />
<span style="font-size: small;">In light of these considerations, a number of key controversies arise that are implicit to the three versions of empathy I previously set out. Each description of empathy requires me to evaluate Gary’s emotional state. Thus, Gary’s experience becomes more or less mediated through, and posited in terms of, my theorising. As such, some possibilities emerge for the reinforcement of a number of familiar contentions. Not least among which is how strong demarcations of Gary/ Me may invoke the polemics of object/ subject-type </span><span style="font-size: small;"><span style="font-size: small;">dichotomies </span>that can lead to ‘atomism and detachment’ (op. cit.). Also, subjugating Gary’s feelings to my interpretation can grossly undermine both his role in our empathy-building relationship as well as his initial emotions. Furthermore, presupposing that I engage a mental model to determine my appropriate response to Gary’s feelings: (i) either for ‘how people would normally react’ or; (ii) by ‘putting myself in Gary’s shoes’, requires some degree of mind-reading (de Bruin, Strijbos and Slors, 2014). Any explanation that relies heavily on my theorising about Gary’s emotional state can further exacerbate issues associated with the primacy of the mind/ brain, its separation from the body and inadvertently diminish the importance of pertinent contextual factors. </span><br />
<br />
<span style="font-size: small;">It follows then than something of the spirit of empathy as involving ‘enactive, embodied mutuality between individuals’ should be seen as distinctly absent from our previous three accounts of empathy. In contrast, by emphasising the inherently ‘expressive’ and ‘inter-subjective’ qualities of human interaction, <i>embodied empathy</i> concerns ‘bringing the other into oneself, or the self into the other’ (Aaltola, 2014, pp.248-250) without an explicit need for mind-reading or simulation (op. cit.). </span><br />
<br />
<span style="font-size: small;">Relating these ideas back to our concrete example, embodied empathy holds that I possess a capacity to directly perceive Gary’s emotional state (as opposed to inferring it), perhaps by reading his facial expressions and bodily movements. My perception of Gary’s emotional state has a direct bearing on how I respond. Both my perception and response are necessarily framed by our shared context. Here there is a situational interdependency between perception and action which has a pragmatic character (de Bruin, Strijbos and Slors, 2014). What most clearly distinguishes embodied empathy from our previous three models is how it acknowledges our shared experience. The detached sense of distance from which I objectively interpret Gary’s emotions is replaced by a harmonious mutuality and inter-subjective intimacy and immediacy of perception and action. Clearly this makes it difficult to assert a strong need for internal representations to mediate our actions. <br /><br />Twelve short weeks on this course, without my having a firm background in psychology or philosophy, to cover an expanded understanding of cognition (with all its contention), is not enough for me to assert a defensible argument in any particular direction. I also fully recognise how I’ve have only been able to barely scratch the surface of the many and varied accounts of empathy and embodiment. Nonetheless, I’m hopeful that I’ve at least been able to capture something of the radical departure that embodiment offers from traditional (psychological) accounts of cognition. <br /><br />I certainly can’t say that I miss my dog Dusty any less though, but I do think my friend Gary and I have a better sense of each other’s grief and I find that quite comforting. </span><br />
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<span style="font-size: small;"><b>References</b></span><br />
<br />
<span style="font-size: small;">Aaltola, E. 2014. Varieties of empathy and moral agency. <i>Topoi</i>, 33(1), pp.243–253. </span><br />
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<span style="font-size: small;">Barrett, L. 2016. Why brains are not computers, why Behaviorism is not Satanism, and why dolphins are not aquatic apes. <i>The Behavior Analyst</i>, 39(1), pp.9–23. </span><br />
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<span style="font-size: small;">de Bruin, L., Strijbos, D. and Slors, M. 2014. Situating emotions: from embodied cognition to mindreading. <i>Topoi</i>, 33(10), pp.173–184. </span><br />
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<span style="font-size: small;">Descartes, R. 1641. <i>Meditations on first philosophy</i>, translated by Cottingham, J. 1996. Cambridge: Cambridge University Press. </span><br />
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<span style="font-size: small;">Lakomski, G. 2008. <i>Cognition versus emotion? Revising the rationalist model of decision making</i> [Online]. Available from: <a href="https://www.semanticscholar.org/paper/Cognition-versus-Emotion-Revising-the-Rationalist-Lakomski/7e28f6296c8175b0b75dbe2d7d775cbbebaab858">https://www.semanticscholar.org/paper/Cognition-versus-Emotion-Revising-the-Rationalist-Lakomski/7e28f6296c8175b0b75dbe2d7d775cbbebaab858</a> [Accessed 13 March 2017]. </span><br />
<br />
<span style="font-size: x-small;"><span style="font-size: small;">von Uexküll, J. 1934. A stroll through the worlds of animals and men: a picture book of invisible worlds <i>IN</i>: Schiller, C. (ed.) and Kuenen, D. 1957. <i>Instinctive behavior: the development of a modern concept</i>. New York: International Universities Press. </span></span>Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-398117239974416524.post-44854558406035501302017-03-07T03:31:00.002+00:002017-04-02T23:55:16.877+01:00An uncertain view of Cartesian dualism: from a beginning researcher sitting on a fence<table cellpadding="0" cellspacing="0" class="tr-caption-container" style="float: left; margin-right: 1em; text-align: left;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEinwoYndGfn8PtxAcz2c9OyFahrf0hyphenhyphennyICS0Ko6oFVfLx98Kr4YL61Aoo1add8wEeFetrS37gYT5sl472dnRflmBO9h-hYgdXZBQk6UCJxgIcGAb1-VFQ_S2CGq5zo7BzW3mTXgP_dC6oY/s1600/Presidio-modelo2.JPG" imageanchor="1" style="clear: left; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img alt="" border="0" height="224" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEinwoYndGfn8PtxAcz2c9OyFahrf0hyphenhyphennyICS0Ko6oFVfLx98Kr4YL61Aoo1add8wEeFetrS37gYT5sl472dnRflmBO9h-hYgdXZBQk6UCJxgIcGAb1-VFQ_S2CGq5zo7BzW3mTXgP_dC6oY/s320/Presidio-modelo2.JPG" title="(Friman, I., 2005)" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">(Friman, <a href="https://en.wikipedia.org/wiki/Panopticon#/media/File:Presidio-modelo2.JPG">2005</a>)</td></tr>
</tbody></table>
<span style="font-size: small;">Some contributions from my student colleagues, and readings, posted to this blog reflect aspects of our in-class discussions by problematizing the persistent influences of Cartesian dualism on the study of cognitive science. These and similar criticisms may be recognisable to those of you who are familiar with accounts from radical/ critical sociology and history that describe the epistemological leanings of ‘Enlightenment’ philosophy. I found a worthwhile example of such criticism in the work of the philosopher and historian Michel Foucault. I’d like to share Foucault’s ideas with you and then reflect on how they relate to my experience as a beginning student of cognitive science and novice researcher. <br /><br />Foucault (2000) attributes an orientation in his work towards explorations of power to his analyses of ‘modes of objectification that transform human beings into subjects’ (p.326). Through these analyses Foucault (1984) traces the development of particular forms of inquiry, that were increasingly adopted by the human and social sciences in the early 20th century, to a ‘classical age’ (p.180) in Western philosophical thought between the 17th and 18th centuries. </span><br />
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<span style="font-size: small;">Emerging from this ‘classical’ period, by Foucault’s reading, is a Cartesian philosophy that can be ‘defined in terms of the development of the knowing subject’ (ibid.) which presents to us the ‘non-ascetic’ (p.372), or morally/ religiously independent, knowledge-subject. Later Kant adds to this a moral dimension by postulating the possibility for ‘Enlightenment’, obtainable through our application of reason, as emancipation from our self-imposed state of ‘immaturity’ (p.34). <br /><br />For Foucault, while ‘the classical age discovered the body as an object and target of power’ (p.180), the period of Enlightenment made ‘possible the institutionalization of modern science’ (p.372). Fusing these together, Foucault contends, has resulted in the legitimisation of notions that ‘knowing-subjects’ might discover [T]ruth and new knowledge by directing their inquiries towards the site of the objectified human body. Consequently, so Foucault’s argument goes, Western thinking, education and research have become increasingly epistemological in their orientation. Importantly, he explains, this epistemological focus is not to be taken as a natural progression of reason (2000). Rather, it simply represents one possible way of being, which is profoundly epistemological in its focus and derives from a very specific historical context (1984).<br /><br />Relating Foucault’s arguments to my modest attempts at social research, I’m certainly guilty of assuming a possibility for furthering my <i>own</i> knowledge by engaging research. Perhaps less obvious though is how, in my doing so, on some level I invariably implicate myself as a knowing-subject. I unwittingly cast myself as being seemingly capable of harvesting knowledge from (essentially objectified) human ‘research participants’ by interrogating and observing them, and somehow I become imbued with the authority/ power to interpret and represent their experiences. I‘m certainly not comfortable assuming that role at all! </span><br />
<br />
<span style="font-size: small;">Taken together, these points and their implicit knowledge/ power assumptions reveal how I may inadvertently hold certain attitudes to my research and about my role as a researcher. I’d even go far enough to suggest that beneath these attitudes is an underlying sense of <i>Positivism</i>. <br /><br />I find support for my assertions in the work of Elizabeth Adams St. Pierre (2014). St. Pierre identifies positivism as being endemic to Western thinking about academic research; she finds it manifest in her own work and in that of her student researchers. Like Foucault, St. Pierre also traces the roots of these positivist influences to the period of Western Enlightenment, which she views as having imposed a state of being, of knowing, upon scholarly research ‘where doubt was no longer possible' (2014, p.13). But, St. Pierre asserts, while various subsequent epistemological ‘turns', such as a greater appreciation for social, cultural and linguistic domains, as well as the challenges presented by the ‘posts‘ (structuralism, modernism, etc.), may well have expanded and democratised our view of what counts as knowledge and </span><span style="font-size: small;">who the knowledgeable are, more meaningful progress requires imagining new ‘Post-Positive’ ways of being (i.e. an 'ontological turn'). Once again, as with Foucault, the view in which the knowing-subject is valorised becomes </span><span style="font-size: small;"><span style="font-size: small;">merely </span>posited as one distinct way of being among many other possibilities. </span><br />
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<span style="font-size: small;">The discursive power of positivism is certainly evident in education and research today. As an example, imagine, if you will, that your employment </span><span style="font-size: small;">as a manager at a university depends on identifying opportunity to generate greater financial return on investment. You might be excused for assuming that the work of student scientists, technologists, engineers and mathematicians (STEM), who toil away in campus laboratories seeking ways of improving existing things or making new ones, is seemingly more immediately useful and worthwhile than a room full of disinterested philosophers debating whether or not there is 'something' rather than 'nothing' or if indeed numbers really do exist. But, formulating policy on the basis of these kinds of gross oversights can have a real and detrimental impact on university departments and particularly during times of financial austerity and increased competition for research funding. </span><br />
<br />
<span style="font-size: small;"><span style="font-size: small;">That
positivism prevails is no real surprise to me; particularly given how,
historically, it has driven the successes of many of our greatest, and
indispensable, medical and technological advances. This is not where
I'm poised to take aim and I'm not pitting the value of STEM subjects against anything else. Rather, I want to assert my deep distrust for
unsuitable applications of positivist approaches to research which
attempt to generalise, undermine or ignore the subjective and messy
character of human lived-experience. </span><br /> </span><br />
<span style="font-size: small;">To-date, the fruits of my tentative research endeavours have mostly seemed to expose the extent of my naivety and ignorance rather than affirm my position in any positive sense. Yet, positivist thinking sets me up to </span><span style="font-size: small;"><span style="font-size: small;">anticipate</span> that some magical, unattainable, revelation will settle my uncertainty. Despite my best efforts to remain cognisant of post-positive sensibilities, I somehow still expect I might reach a point in my studies from where I can articulate a clear position on my ‘being’. It seems to me that the more I reflect the less confident I am about what I can claim to know (epistemologically). More study only seems largely to serve to improve my vocabulary for describing (more exactly) that which I don‘t know. Perhaps I can only be positive about the inevitability of change; the rest then can only ever remain reliably uncertain. But, acknowledging how the legacy of certitude inherited from positivism can manifest as my dissatisfaction with never-really-knowing has helped me, on occasion, to feel more at ease with being uncertain for most of the time. <br /><br />Admittedly, I’m probably failing here to fully heed the warnings about the dangers of straying too far down the dark path that leads to philosophy of mind - whatever and where ever my mind might be at this point. Skirting around the contentious edges of such treacherous territory, for me, the pervasiveness of dualism, with its separation of mind from matter, and the inherited unshakeable certitude of positivism often make it difficult for me to really think anywhere beyond them. <br /><br />It’s painful for me to note the frequency of familiar fuss I find about perceived gaps between the realm of ‘this’ and ‘that’, or how there are issues with separating ‘x’ from ‘y’ (e.g. mind/ body), or that knowing ‘a’ means we can never really fully ascertain ‘b’, etc. - or so many of the age-old arguments go. These postulations put my mind on a merry-go-round; I circle between mindfulness and mindlessness, pass through non-dualist literature (see Bailey, 2011), tend towards Nihilism, pine sometimes for a ‘murdered’ God (Nietzsche, 1974), and even lament my loss of positivist notions of absolute [T]ruth! <br /><br />Seriously though, if I’m honest, what my [t]ruth is... I really don’t know! However, I do know it’s rarely a plausibly fixed positive notion of either ‘this’ or ‘that’. The more I ponder loftier metaphysical questions, or even humble research ones, the less faith I have in any possibility for an answer. My thoughts and ideas change so much and so often; I’m stuck here sitting on the proverbial fence and sometimes my fence spins like a carousel. What may be worse is how all my fence sitting never leaves me in a firmly defensible position. As a result, academic work is often difficult for me because, in some circles, stand-points and reasons are a staple of scholarly pursuit. I simply don’t hold many reasons or at least, if I do, it’s not for very long. <br /><br />The roots of cognitive science are disparate and interdisciplinary, reaching fields as diverse as philosophy, psychology, robotics, mathematics (Clark, 2010), neuroscience, linguistics, anthropology (Thagard, 2014) and computer science. Given such extensive breadth, and proximity to the human and social sciences, it seems inevitable to me that radical/ critical approaches should emerge within cognitive science to challenge the assumptions borne by the legacies of the disciplines it comprises. These inherited legacies are tied to specific historical contexts with all their assumptions and attitudes (what Fred called 'baggage'). As such, the application of legacy-laden approaches to support contemporary research and new understanding can sometimes prove contentious. This contention is certainly a core characteristic of my own burgeoning experience as a novice (and aspiring post-positive) researcher. <br /><br />To close on a slightly more hopeful note, insights into new ways of being may emerge from shifting the primary concern of human and social researchers from epistemologically-obsessed pursuits and towards a (re)imagining of new ontological possibilities. As disheartened and frustrated as I can get with my own research, I’m encouraged to see how areas of cognitive science are challenging orthodoxies and are making in-roads in these kinds of new and exciting directions as a result. <br /><br />Now, it’s back on the </span><span style="font-size: small;"><span style="font-size: small;">fence/ </span>round-a-bout for me… </span><br />
<br />
<span style="font-size: small;"><b>References</b><br /> </span><br />
<span style="font-size: small;">Bailey, D. 2011. <i>Essence revisited: slipping past the shadows of illusion</i>. Salisbury: Non-Duality Press.<br /> </span><br />
<span style="font-size: small;">Clark, A. 2010. Clark review of Adams and Aizawa and Rupert. <i>Man without qualities</i> [Online], 6 November 6. Available from: <a href="https://manwithoutqualities.com/2010/11/06/clark-review-of-adams-aizawa-and-rupert/">https://manwithoutqualities.com/2010/11/06/clark-review-of-adams-aizawa-and-rupert/</a> [Accessed 8 February 2017]. </span><br />
<br />
<span style="font-size: small;">Foucault, M. 1984. What is enlightenment? <i>IN</i>: Rabinow, P. (ed.) <i>The Foucault reader</i>, translated by Porter, C. New York: Pantheon Books, pp.32-50.<br /> </span><br />
<span style="font-size: small;">Foucault, M. 2000. The subject and power <i>IN</i>: Faubion, J. (ed.) <i>Power: essential works of Foucault, 1954-1984, Vol. 3</i>, translated by Hurley, R. New York: The New Press, pp.326-348. <br /> </span><br />
<span style="font-size: small;">Friman, I. 2005. Presidio Modelo prison, inside one of the buildings [Photograph]. <i>Wikipedia</i> [Online]. Available from: <a href="https://en.wikipedia.org/wiki/Panopticon#/media/File:Presidio-modelo2.JPG">https://en.wikipedia.org/wiki/Panopticon#/media/File:Presidio-modelo2.JPG</a> [Accessed 6 March 2017]. <br /> </span><br />
<span style="font-size: small;">Nietzsche, F. 1974. <i>The gay science: with a prelude of rhymes and an appendix of songs</i>, translated by Kaufmann, W. New York: Vintage Books.<br /> </span><br />
<span style="font-size: small;">St. Pierre, E. 2014. A brief and personal history of post qualitative research toward post inquiry. <i>Journal of Curriculum Theorizing</i>, 30(2), pp.2-19. <br /> </span><br />
<span style="font-size: small;">Thagard, P. 2014. Cognitive Science <i>IN</i>: Zalta, E. (ed.) <i>The Stanford encyclopedia of philosophy</i>. Fall ed. [Online]. Available from: <a href="https://plato.stanford.edu/archives/fall2014/entries/cognitive-science/">https://plato.stanford.edu/archives/fall2014/entries/cognitive-science/</a> [Accessed 9 February 2017]. </span>Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-398117239974416524.post-42306461375576172982017-03-03T08:55:00.000+00:002017-03-03T08:55:03.160+00:00Is Nature Inherently Intelligent?<div class="separator" style="clear: both; text-align: center;">
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<span style="font-family: inherit;">In his <a href="http://cspeech.ucd.ie/Fred/docs/vonUexkuell.pdf" target="_blank">chapter</a> “A stroll through the worlds of
animals and men: A picture book of invisible worlds”, von Uexküll illustrates <i>Umwelt</i> theory. This theory seeks to describe the phenomenal
world of animals and their subjective experience. von Uexküll claims we must start by
investigating an animal’s <i>perceptual cues
</i>or what the animal experiences as meaningful in the environment. For example, he speaks of a pregnant tick
picking out the perceptual cue of butyric acid through its sense of smell
because this signals the presence of a warm blooded animal, and the tick needs
a warm blooded host in order to feed before laying her eggs. Even though there may be a multitude of
potential stimuli in an environment, the tick has adapted to respond to this
particular cue. It means something to
the tick and stimulates it into action.
Other scents have no meaning and, therefore, do not even exist for the
tick. </span></div>
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<span style="line-height: 107%;"><span style="font-family: inherit;">A house fly has the capacities to perceive spilled
juice on the table through taste receptors in its feet. The juice takes on what von Uexküll might
call a ‘nourishment tone’. It cannot,
however, perceive a spider’s web because its vision is too coarse. One might question why flies have not evolved
to have better vision in order to avoid being eaten. Shouldn’t a web take on a ‘danger tone’
rather than remaining invisible? Why do
animals have certain perceptual cues which aid in their survival and not
others? Wouldn’t a fly’s optimal <i>Umwelt</i> allow for the detection of
nourishment as well as traps?<o:p></o:p></span></span></div>
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<span style="font-family: inherit;"><span style="line-height: 107%;">In the third footnote on p. 12, von Uexküll states,
“Because of the optimal <i>Umwelt</i>, the
environment of a species must be <i>pessimal</i>
or the species would gain the ascendancy over all others.” This means that the very best perceptual or
phenomenal world that an organism can have must be balanced with the worst
environment imaginable so that the species may survive without eradicating all
others. </span><span style="color: #222222; line-height: 107%;">The optimal <i>Umwelt</i> does not pertain to the survival of
the individual, but rather the entire species which is dependent upon other
species which contribute to the balance of the ecosystem. While the ability to avoid more spider webs
would be beneficial to the individual fly, it would be detrimental to the
species because over population would eventually create greater problems for
the species of house flies. <o:p></o:p></span></span></div>
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<span style="color: #222222; line-height: 107%;"><span style="font-family: inherit;">von Uexküll attributes this balance to the plan of
nature. Throughout the chapter, he beautifully describes the
possible discrepancies in experience between animals who have evolved with
different perceptual and effector cues and their relationships with the
environment as though they were each created through a perfect, intelligent
design. In fact, he concludes with the statement, “Behind all the worlds
created by Him, there lies concealed, eternally beyond the reach of knowledge
the subject – Nature.” P. 80 Are we to take from this chapter that nature is
innately intelligent (if it can have a plan), and therefore, cognition (at
least in some sense) is taking place throughout every component of the
universe? Does <i>Umwelt</i> theory ultimately lead to a type of panpsychism? <o:p></o:p></span></span></div>
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<span style="color: #222222; line-height: 107%;"><span style="font-family: inherit;">Furthermore, are humans an exception to the rule of
an optimal <i>Umwelt</i> and <i>pessimal</i> environment? Have we evolved in such a way as a species
that our phenomenal worlds and subjective experiences are no longer balanced
with the worst environment imaginable so that we have gained ascendancy over
all other species to the detriment of our own because of the unbalanced
eco-system we continue to create? Does
this mean we have gone against nature’s plan?
How is that even possible? While
von Uexküll has attempted to answer the question of how we might go about
studying the phenomenal world of animals, his <i>Umwelt</i> theory raises more questions which he leaves unanswered, at
least in this chapter. <o:p></o:p></span></span></div>
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<span style="line-height: 107%;"><span style="font-family: inherit;">Reference:</span></span></div>
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<span style="line-height: 107%;"><span style="font-family: inherit;">von Uexküll, J. (1934) “A stroll through the worlds of
animals and men: A picture book of invisible worlds”, In <i>Instinctive
Behavior: The Development of a Modern Concept</i>, translated and edited by
Claire H. Schiller, 8-80. Ney York: International Universities Press, Inc, 1957.</span><span style="font-family: "Times New Roman", serif; font-size: 12pt;"><o:p></o:p></span></span></div>
Anonymoushttp://www.blogger.com/profile/13055891906413809447noreply@blogger.com0tag:blogger.com,1999:blog-398117239974416524.post-83371759211526990672017-02-28T15:24:00.000+00:002017-02-28T15:24:14.010+00:00"Consider the Cattle"<div class="separator" style="clear: both; text-align: center;">
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"Consider the cattle, grazing as they pass you by" is the famous beginning of Friedrich Nietzsche's "On the Uses and Disadvantages of History for Life." This meditation, published in Nietzsche's <i><a href="http://cnqzu.com/library/Philosophy/neoreaction/Friedrich%20Nietzsche/Friedrich_Nietzsche%20-%20Untimely_Meditations_(Cambridge_Texts_in_the_History_of_Philosophy__1997).pdf">Untimely Meditations,</a> </i>takes the first few paragraphs to notice, not without despair, how the cows are completely absorbed in every present moment. Though this way of being, this <i>Umwelt, </i>is in our eyes more restrictive, for the cows it is in accordance with their being, and man "cannot help envying them their happiness - what they have, a life neither bored nor painful, is precisely what he wants, yet he cannot have it because he refuses to be like an animal" (<i>Untimely Meditations, 60). </i>Nietzsche derives many speculations from this observation, but our point of interest here is in the substantially different kind of <i>Umwelt </i>Nietzsche intuits between himself and the cows.</div>
<br />
<br />
In his book <i><a href="http://cspeech.ucd.ie/Fred/docs/vonUexkuell.pdf">Instinctive Behavior</a>, </i>Jakob von Uexküll writes expansively on the <i>Umwelt</i>, or a phenomenal/self-world. For von Uexküll, the <i>Umwelt </i>is akin to every organism existing within a soap bubble that is our understanding of all perceptual signs, including time and space. Furthermore, for von Uexküll this metaphor applies just as well to animals as to humans and von Uexküll, having painted an image of a world with every subjectivity existing within a perceptual soap bubble, asserts that "there is no space independent of subjects" (<i>Instinctive Behavior, </i>29). However, this portrait of man's subjectivity not only makes a mockery of Nietzsche's anxiety, but alienates someone who would have otherwise been a staunch supporter of such a philosophy: Maurice Merleau-Ponty.<br />
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Merleau-Ponty, known for his intricate and yet remarkably experientially grounded philosophy of the body, agrees with von Uexküll that every perceptual being understands the world through an <i>Umwelt. </i>However, Merleau-Ponty makes a key distinction between man and animal that von Uexküll misses. In <i>Phenomenology of Perception, </i>Merleau-Ponty writes that man "has not merely a milieu (<i>Umwelt</i>), but also a world <i>(Welt)</i>" and he goes on to say, "if man is not to be enclosed within the envelope of the syncretic milieu in which the animal lives as if in a state of ecstasy, if he is to be conscious of a world as the common reason of all milieus and as the theater of all behaviors, then a distance between himself and that which solicits his action must be established" (<i>Phenomenology of Perception, </i>89). For Merleau-Ponty, there is a world outside of subjectivity that is understood through subjectivity, and man's uniquely integral capacity to <i>see </i>the <i>Umwelt </i>rather than have it overwhelm the totality of his being is a crucial distinction between man and animal and a crucial aspect in man's phenomenology of perception (<i>Phenomenology of Perception, </i>89).<br />
<br />
Nietzsche and Merleau-Ponty are equally keyed into this distinction, though Nietzsche sees it, at least instinctively, as an entrapment and Merleau-Ponty frames the distinction as a possibility for freedom. Nevertheless, both men stand in contrast to von Uexküll, whose theory faces setbacks when it comes to man's insatiable urge to understand the world.Mary Joan Stevensonhttp://www.blogger.com/profile/03395691587784331236noreply@blogger.com0tag:blogger.com,1999:blog-398117239974416524.post-88871190789039789712017-02-27T09:25:00.002+00:002017-02-28T12:58:23.786+00:00Embodied Cognition - developing intelligence<div dir="ltr" style="text-align: left;" trbidi="on">
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Smith and Gasser attempt to identify some of the crucial lessons we can learn from the development of babies, in order to understand how we could develop artificially intelligent machines.<br />
<br />
Human intelligence, according to <a href="http://postcog.ucd.ie/files/alife.pdf" target="_blank">Smith and Gasser</a>, is flexible and inventive and develops as a result of a huge amount of contact with a physical, social and linguistic world. If we are ever to develop artificial intelligence that resembles the creativity and adaptive qualities of human intelligence, we can learn from the development of human babies. In contrast with the traditional view of intellectual development, which purports that symbolic reasoning occurs as a result of internal representation, Smith and Gasser strongly favour the embodied perspective, which embeds learning and skill acquisition firmly within the world, not within the individual.<br />
<br />
The first lesson we can learn from babies is that learning naturally occurs just by being situated in a particular environment. Formal teaching is not always required for learning: babies develop understanding just by perceiving the world around them and acting in it. Secondly, babies develop incrementally, by starting with very little intelligence and gradually increasing their understanding and awareness of the world and themselves. Thirdly, the high degree of organisation in the physical world helps babies to organise their own perception, actions and thoughts. This lesson strongly asserts the embodied perspective, suggesting that human intelligence is reliant upon the structure and organisation of the world in which the child is embedded.<br />
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The fourth lesson creators of artificial intelligence can learn from babies is that exploration (non-goal orientated activities) enable the discovery of new problems and new solutions. While children's play seems random, the unstructured nature of this behaviour allows for mistakes to be made and learned from, and for previously undiscovered responses to be realised. A further lesson is that babies exist in a social world where more mature partners (usually adults, but often older children too) guide their learning, through modelling certain behaviours which the child observes. Finally babies learn verbal language which increases their ability to communicate with the world, and enables them to form higher-level and more abstract distinctions.<br />
<br />
In order to create truly intelligent artificial intelligence, Smith and Gasser suggest implementing the lessons we can learn from the highly embodied development of babies. </div>
Anonymoushttp://www.blogger.com/profile/11605848302555839238noreply@blogger.com0tag:blogger.com,1999:blog-398117239974416524.post-63710241762574413182017-02-22T00:56:00.000+00:002017-02-28T12:59:01.336+00:00Tangle of cognition: A brain requires a body. A body requires a habitat. A Mind requires their interaction.<div dir="ltr" style="text-align: left;" trbidi="on">
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There
is, in the words of Louise Barrett, a “burgeoning literature on 4-E cognition”
(Barrett 2016 p. 14), and this approach may be an enormous help in shifting
cognitive science in a direction which embraces a wider, non anthropocentric premise.
Cognitive Science would be well served to focus its multi-disciplinary
hydra-head on the viewpoint that the body is in relationship with its
environment, and (in an archaic but appropriate sense): thence commeth cognition.<br />
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<span style="line-height: 107%; mso-bidi-font-size: 12.0pt;">A
way of connecting some of the various ways of thinking about the Big Questions of
cognition (Why? How? Where? What For? and Who?) is through so-called “4-E Cognition”. Apparently 4-E as a theory
has not taken off as a specific label for a project by any one group of
scientists (Fred Cummins, pers.com.). Yet it seems to be just the ticket to
combine some of the big issues around cognition, taking a philosophical point
of view.<o:p></o:p></span></div>
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<span style="line-height: 107%; mso-bidi-font-size: 12.0pt;">The
four Es are: Embodied, Embedded, Enactive, Extended. According to Louise
Barrett in the article <a href="http://cspeech.ucd.ie/Fred/docs/Anthropomorphism.pdf">“Why brains are not computers, why behaviorism is not Satanism, and why dolphins are not aquatic apes”,</a> commonalities among these
approaches include the idea that cognitive processes emerge from the animal’s
physical relationship with its environment. The particular morphology of an
animal, including connected sensory and motor capabilities (and a brain), allow
specific types of interaction with the world (the world/environment/habitat outside
of its body) that induces behaviors that are both adaptive and flexible.
(Barrett 2016. p.14)</span><br />
<a name='more'></a><span style="line-height: 107%; mso-bidi-font-size: 12.0pt;"> <o:p></o:p></span></div>
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<span style="line-height: 107%; mso-bidi-font-size: 12.0pt;">Keep
in mind that there is still no solid, definitive, all purpose, agreed-upon
definition of what a cognitive process is, or even a decent definition of the
term “Cognition” itself (Cummins pers. com.).</span></div>
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<span style="line-height: 17.12px;">It could be argued that there are more Es—Environmental, Ecological and Emergent come to mind—but the point is not which Es are in a 4-E Theory, but together they might be considered an integral aspect for an overall theory of cognition by cognitive researchers.<o:p></o:p></span></div>
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<span style="line-height: 17.12px;">E theories hold that cognition is not exclusively internal, and not exclusively human. This, on many levels, is provocative. One recent narrowing of the broader concern that has become a hot topic centers around the term Embodiment.<o:p></o:p></span></div>
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<span style="line-height: 17.12px;">However key the issue of Embodiment is (and I do not suggest it is in any way un-important), it seems to me to have become the easiest thing for theorists to “get their teeth into”. There is too much argument about accepting the basic fact that without an entity there would be no cognition. A corporal body, and the logically following point that such body is in space with other objects, and in fact, interacts with, and has relationships with other bodies, objects, odors, sounds, smells, and sights, is something required for cognition. Denying that premise does not serve the ultimate goal of designing a Theory of Everything Cognitive. (Feel free to comment on my assumption that a T.E.C. is either desirable or realizable. Also, at this point, I expect an attack that the foregoing is unsophisticated or that it simplifies the issue. However one feels about the term, Embodiment may or may not be the deep, confusing, perpetually obfuscated concept beloved of phenomenologists. It might be quite simple.)<o:p></o:p></span></div>
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<span style="line-height: 17.12px;">Elucidating (explicating, entertaining, emoting about….) embodiment seems pedantic at a certain level. Let’s accept, in the same way David Chalmers begs the community to accept that experience is a fundamental law of the universe (Chalmers 1995), that a body is required for cognition and get on with more nuanced details. For once and for all, can we set aside the foundational error Descartes lumbered us with—that there is a duality between mind and body. Please.<o:p></o:p></span></div>
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<span style="line-height: 17.12px;">The relevant issue to be explored is that of embedding research in a cultural milieu that considers the whole animal within its context. I am asking that, in order to move forward on the really interesting and important questions, we might take as given that a body is required for cognition. The extension, distribution, social/cultural, or other important aspects of a Theory of Everything Cognitive are additional points which will, no doubt, continue to be disputed. </span></div>
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<span style="line-height: 17.12px;">“The promise of 4-E thinking for humans lies in its explicit recognition of the historical, sociocultural nature of human psychology—the fact that we develop in a socially and culturally rich milieu that reflects the contingent nature of developmental and historical events, as well as those that occurred in our more distant evolutionary past…(Barrett 2016. p.20-21)<o:p></o:p></span></div>
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<span style="line-height: 17.12px;">That humans (and non-human animals) should not be studied out of their physical context, and that cognition itself is derived from what emerges out of the contact of the organism with its environment are two vitally important points to explore. And those points should be explored using all the different tools available to the variety of scholarly and scientific thought traditions which make up the discipline of Cognitive Science. There is no better discipline than one which perpetually re-invents itself as it draws on the variety of scientific and philosophic traditions thus far created by that very thing we are endeavoring to understand: human cognition.<o:p></o:p></span></div>
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<b><span style="line-height: 17.12px;">Note:<o:p></o:p></span></b></div>
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<span style="line-height: 17.12px;"> (1) Apologies for the obvious western prejudice of that statement. Of course there were and are questioning minds in non-European traditions. The challenge to scholars is the dearth of eastern texts accessible to students trained in western thought patterns (Markus Schlosser, pers. com.).<o:p></o:p></span></div>
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<b><span style="line-height: 17.12px;">References:<o:p></o:p></span></b></div>
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<span style="line-height: 17.12px;">Barrett, L. 2016. Why brains are not computers, why behaviorism is not Satanism, and why dolphins are not aquatic apes. <i>Behavior Analyst</i>. 39: 9-23.<o:p></o:p></span></div>
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<span style="line-height: 17.12px;">Chalmers, D. 1995. Facing up to the problems of consciousness. <i>Journal of Consciousness Studies</i>. 2, 3: 200-219.</span></div>
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Katrina Maloneyhttp://www.blogger.com/profile/17522364004154034288noreply@blogger.com1tag:blogger.com,1999:blog-398117239974416524.post-79187053402350273902017-02-20T11:45:00.000+00:002017-02-20T11:45:05.743+00:00Embodiment<div dir="ltr" style="text-align: left;" trbidi="on">
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEho1_RAVij9XiJosKJ4Oxl8NPn6u_jlcn9U9TDXuOVlCoiYDjGCvhKnVaip2Xjov-91fSVvKzjAbbo2zkmorYr3_G7kU0tAXk5_Ax3tpIEpE_H3TnIQEOCWxK7C1Ct4L7N77wxfVi6DmNvz/s1600/gesture.jpeg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEho1_RAVij9XiJosKJ4Oxl8NPn6u_jlcn9U9TDXuOVlCoiYDjGCvhKnVaip2Xjov-91fSVvKzjAbbo2zkmorYr3_G7kU0tAXk5_Ax3tpIEpE_H3TnIQEOCWxK7C1Ct4L7N77wxfVi6DmNvz/s1600/gesture.jpeg" /></a></div>
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<a href="http://cspeech.ucd.ie/Fred/docs/IversonThelen.pdf" target="_blank">Iverson and Thelen (1999)</a> highlight the significance of
bodily experience in human cognition. They emphasise the importance of the body
and how it moves through space, interacting with the world, and affecting how
we then process information. <o:p></o:p></div>
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Research within the field of speech and movement focus on
three potential theories which may explain the presence of nonverbal gestures
during communication. The first is a very linear theory, which essentially purports
that the production of speech initiates the production of gestures. The second
theory is similar, but in addition to this causal relationship between speech
and gestures, this theory claims that gestures can be used to trigger speech if
the person is having difficulty recalling a word from memory. Lastly the most
embodied theory suggests that speech and gestures are fully interdependent. This
would suggest that if one aspect of communication was disrupted the other
aspect would be affected too. For example if the ability to move one’s body in
order to produce gestures was inhibited, one’s ability to process information
would be hindered. This is a potentially controversial statement, suggesting
that people who are less mobile, for example due to paralysis or amputation, do
not process information as well as they might if they had full range of
movement. <o:p></o:p></div>
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One piece of evidence supporting this embodied theory of
speech and gesture is research conducted by Hanlon (1990) who studied patients
with severe left hemisphere damage and aphasia (reduced ability to name known
stimuli). Participants were shown images of known objects and asked to gesture towards
the object as they attempted to name it. They were instructed to either point
at the object with their finger, or make a fist in the direction of the object.
Hanlon found that finger pointing increased the accuracy with which
participants were able to name the objects, compared with making a fist, suggesting
that more specific and accurate gestures can improve cognition (or at least verbal
production). <o:p></o:p></div>
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